{"id":1272,"date":"2023-07-26T12:17:03","date_gmt":"2023-07-26T12:17:03","guid":{"rendered":"https:\/\/website.prod.unilu.spikeseed.cloud\/fstm-en\/study-programs\/master-of-science-in-engineering-sustainable-product-creation\/programme\/"},"modified":"2025-06-13T12:07:00","modified_gmt":"2025-06-13T10:07:00","slug":"programme","status":"publish","type":"study-programs","link":"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/programme\/","title":{"rendered":"Programme"},"content":{"rendered":"<div class=\"section py-0 static\">\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><!-- SecondaryNavigationMirror --><div class=\"js-secondary-nav--sticky wp-block-unilux-blocks-secondary-navigation\" id=\"b126935d-ba50-4322-9b9c-25e42357280c\">\n    <nav id=\"secondary-navigation\" role=\"navigation\" aria-label=\"Secondary menu\" class=\"secondary-nav\">\n        <button class=\"secondary-nav__button btn btn-solid--primary w-full\" aria-expanded=\"false\" aria-controls=\"secondary-navigation__list\" title=\"The selected page is Programme\" type=\"button\">\n            <span class=\"btn__name mr-auto\">Programme<\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\" \/>\n            <\/svg>\n        <\/button>\n\n        <ul id=\"secondary-navigation__list\" class=\"secondary-nav__list\">\n            <li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Overview<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/programme\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link isactived\" aria-current=\"page\">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Programme<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/career\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Career<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/testimonials\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Testimonials<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/teaching-staff\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Teaching staff<\/span>\n    <\/a>\n<\/li>\n<li class=\"secondary-nav__item\">\n    <a href=\"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/admissions\/\" target=\"\" rel=\"noreferrer noopener\" class=\"secondary-nav__link \">\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n        <\/svg>\n        <span class=\"secondary-nav__name\">Admissions<\/span>\n    <\/a>\n<\/li>\n        <\/ul>\n    <\/nav>\n<\/div>\n<!-- end SecondaryNavigationMirror --><\/div><\/section>\n\n\n<section class=\"section section wp-block-unilux-blocks-headline-text-and-image\">\n    \n<div class=\"wp-block-unilux-blocks-wrapper container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"programme\"\n    >\nProgramme<\/h2>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper flex flex-wrap lg:-mx-32\">\n<div class=\"wp-block-unilux-blocks-wrapper w-full lg:w-7\/12 lg:order-2 lg:px-32\">\n<div class=\"wp-block-unilux-blocks-image-video-wrapper\">\n    <figure class=\"wp-block-dev4-reusable-blocks-image  object-fit--cover\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/4\/2023\/07\/P5310604-scaled.jpg\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/4\/2023\/07\/P5310604-300x225.jpg 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/4\/2023\/07\/P5310604-1024x768.jpg 1024w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/4\/2023\/07\/P5310604-768x576.jpg 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/4\/2023\/07\/P5310604-1536x1152.jpg 1536w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/4\/2023\/07\/P5310604-2048x1536.jpg 2048w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: cover; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 3\/2; object-fit: cover; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-block-unilux-blocks-wrapper w-full lg:w-5\/12 lg:order-1 lg:px-32\">\n<p>The Master in Sustainable Product Creation provides engineering students with a comprehensive understanding of the product creation process. It focuses on sustainable products and lays foundations on topics such as:<br><br>&#8211; Mechanical engineering<br>&#8211; Mechatronics<br>&#8211; Lean and sustainable use of resources<br>&#8211; Electrical engineering<br>&#8211; Computer networking<br>&#8211; Internet of things (IoT).<\/p>\n\n\n\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/4\/2023\/09\/MSPC_curriculum_23.24.pdf\"\n                target=\"_self\"\n        class=\"btn btn--primary\"\n            >Download the programme<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/fstm-en\/study-programs\/master-in-sustainable-product-creation\/admissions\/\"\n                target=\"_self\"\n        class=\"btn btn--secondary\"\n            >Admissions<\/a>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<div class=\"wp-block-unilux-blocks-semester-module-summary customer-spacer-b-lg\">\n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"semester-structure\"\n    >\nSemester structure <\/h3>\n\n\n\n<div class=\"wp-block-unilux-blocks-study-module study-module\">\n<div class=\"wp-block-unilux-blocks-study-module-group-parent\">\n<div class=\"wp-block-unilux-blocks-study-module-group study-module__group\"><header class=\"study-module__header wp-block-unilux-blocks-study-module-header\">\n    <h4 class=\"study-module__title\"><\/h4>\n    <span class=\"study-module__bundled-credit\">\n        <span class=\"sr-only\">Number of ECTS credits for these modules: <\/span>\n            <\/span>\n<\/header>\n\n\n\n<ul class=\"wp-block-unilux-blocks-study-module-list study-module__listing\"><li class=\"study-module__item wp-block-unilux-blocks-study-module-list-item\">\n    <div class=\"study-module__content\">\n        <h5 class=\"study-module__name\">Common core (Mandatory)<\/h5>\n        <p>No compensation between courses<\/p>\n    <\/div>\n    <div class=\"study-module__credit\">\n        <span class=\"sr-only\">Number of ECTS credits for this module:<\/span>\n            <\/div>\n<\/li>\n\n\n<li class=\"study-module__item wp-block-unilux-blocks-study-module-list-item\">\n    <div class=\"study-module__content\">\n        <h5 class=\"study-module__name\">Mechanics (Elective)<\/h5>\n        <p>S1 &amp; S2: Prerequisites for the &#8220;Mechanics&#8221; module in the following semester<br>No compensation between courses<\/p>\n    <\/div>\n    <div class=\"study-module__credit\">\n        <span class=\"sr-only\">Number of ECTS credits for this module:<\/span>\n            <\/div>\n<\/li>\n\n\n<li class=\"study-module__item wp-block-unilux-blocks-study-module-list-item\">\n    <div class=\"study-module__content\">\n        <h5 class=\"study-module__name\">Electrical and Computer Engineering, ECE (Elective) <\/h5>\n        <p>S1 &amp; S2: Prerequisites for the &#8220;ECE&#8221; module in the following semester<br>No compensation between courses<\/p>\n    <\/div>\n    <div class=\"study-module__credit\">\n        <span class=\"sr-only\">Number of ECTS credits for this module:<\/span>\n            <\/div>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n<p class=\"study-module__full-credit wp-block-unilux-blocks-study-module-full-credit\">\n    <\/p>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"academic-contents\"\n    >\nAcademic Contents<\/h2>\n\n\n\n<div id=\"tab-nav\" class=\"tab-nav\">\n    <button\n        type=\"button\"\n        class=\"button-toggle btn btn--white w-full\"\n        aria-expanded=\"false\"\n        aria-controls=\"tab-nav__listing\"\n        title=\"The selected tab is CONTENT OF THE CURRENT LABEL\"\n    >\n        <span class=\"btn__name mr-auto\">Semester 1<\/span>\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n            <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\" \/>\n        <\/svg>\n    <\/button>\n    <ul\n        id=\"tab-nav__listing\"\n        class=\"tab-nav__listing nav manual\"\n        role=\"tablist\"\n        aria-label=\"About me\"\n    >\n                <li role=\"presentation\" class=\"tab-nav__item\" key={button.id}>\n            <button\n                type=\"button\"\n                id=\"tab-5454455b-be2b-49eb-9bcb-74576d288614\"\n                data-bs-toggle=\"tab\"\n                data-bs-target=\"#tabpanel-5454455b-be2b-49eb-9bcb-74576d288614\"\n                role=\"tab\"\n                aria-controls=\"tabpanel-5454455b-be2b-49eb-9bcb-74576d288614\"\n                aria-selected=\"false\"\n                aria-current=\"false\"\n                class=\"tab-nav__button\"\n                tabIndex=\"-1\"\n            >\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                <\/svg>\n                <span class=\"tab-nav__name\">Semester 1<\/span>\n            <\/button>\n        <\/li>\n                <li role=\"presentation\" class=\"tab-nav__item\" key={button.id}>\n            <button\n                type=\"button\"\n                id=\"tab-74ff6c16-edd3-484b-822a-673003f38161\"\n                data-bs-toggle=\"tab\"\n                data-bs-target=\"#tabpanel-74ff6c16-edd3-484b-822a-673003f38161\"\n                role=\"tab\"\n                aria-controls=\"tabpanel-74ff6c16-edd3-484b-822a-673003f38161\"\n                aria-selected=\"false\"\n                aria-current=\"false\"\n                class=\"tab-nav__button\"\n                tabIndex=\"-1\"\n            >\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                <\/svg>\n                <span class=\"tab-nav__name\">Semester 2<\/span>\n            <\/button>\n        <\/li>\n                <li role=\"presentation\" class=\"tab-nav__item\" key={button.id}>\n            <button\n                type=\"button\"\n                id=\"tab-b4875b77-8943-466f-9323-99098d7308e3\"\n                data-bs-toggle=\"tab\"\n                data-bs-target=\"#tabpanel-b4875b77-8943-466f-9323-99098d7308e3\"\n                role=\"tab\"\n                aria-controls=\"tabpanel-b4875b77-8943-466f-9323-99098d7308e3\"\n                aria-selected=\"false\"\n                aria-current=\"false\"\n                class=\"tab-nav__button\"\n                tabIndex=\"-1\"\n            >\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                <\/svg>\n                <span class=\"tab-nav__name\">Semester 3<\/span>\n            <\/button>\n        <\/li>\n                <li role=\"presentation\" class=\"tab-nav__item\" key={button.id}>\n            <button\n                type=\"button\"\n                id=\"tab-b54c664e-fb7f-46c5-a384-32aff4cbc939\"\n                data-bs-toggle=\"tab\"\n                data-bs-target=\"#tabpanel-b54c664e-fb7f-46c5-a384-32aff4cbc939\"\n                role=\"tab\"\n                aria-controls=\"tabpanel-b54c664e-fb7f-46c5-a384-32aff4cbc939\"\n                aria-selected=\"false\"\n                aria-current=\"false\"\n                class=\"tab-nav__button\"\n                tabIndex=\"-1\"\n            >\n                <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--xs\">\n                    <use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\" \/>\n                <\/svg>\n                <span class=\"tab-nav__name\">Semester 4<\/span>\n            <\/button>\n        <\/li>\n            <\/ul>\n<\/div>\n<div class=\"tab-content\">\n    <section\n    id=\"tabpanel-5454455b-be2b-49eb-9bcb-74576d288614\"\n    aria-labelledby=\"tab-5454455b-be2b-49eb-9bcb-74576d288614\"\n    class=\"tab-panel fade hidden is-hidden\"\n>\n    <div class=\"wp-block-unilux-blocks-course-offer\">\n    <h3>Course offer for Semestre 1 (2025-2026 Winter)<\/h3>\n    \n<div id=\"accordion-module-69ec72e11030b\" class=\"accordion accordion--theme\">\n            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e110330\"\n        >\n            <span class=\"accordion__title\">\n                Project management                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-1                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e110330\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Project management<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-1<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Getting familiar with the basics of project management.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Being able to organize projects, scope planning,scheduling , risk management and the related activities to set up a PM team.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        History of PM, Basic PM definitions&amp;standards, PM Processes, Time scheduling, Human factor in PM, establishing teamwork, leadership and conflict solving, future of PM work.<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (100%)<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p><br><p>Scriptum of Lecture and related exercises (will be submitted during the lecture), participation in both block lectures and integrated exercises is mandatory for the examination.<\/p>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e110346\"\n        >\n            <span class=\"accordion__title\">\n                Programming for engineers I                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-2                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e110346\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Programming for engineers I<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-2<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Understanding the MATLAB environment.\u00a0<br>Being able to do execute codes\/files using MATLAB.<br>Being able to carry out simple numerical computations and analyses using MATLAB.<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        After attending this class, the students will be able to write algorithms with functions and scripts to solve engineering problems. The students can solve mathematical problems and manipulate matrices and vectors. They will learn the differences between scripts and functions. They will learn the repetitive and condition statements. The students can build a Graphic User Interface (GUI) They will acquire skill on data plotting, animation and 3D graphics.\u00a0                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Introduction to concepts of programming<br> Datatypes and Variables<br> Operators and Expressions<br> Loops<br> String Manipulation<br> Plotting\/Data Visualization in 2D and 3D<br> GUI<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Continuous Evaluation via Homework (40%)<br><\/p><br><p>Continuous evaluation will be made via homework exercises to be submitted regularly during the course.<br>There would be 3 homework assignments, each with the same weight on the evaluation.<br>The homework will programming questions.<\/p><br><p>Grades will be awarded based on the solution obtained, the quality of code and the efficiency of the program.<br><\/p><br><p>\u00a0<\/p><br><p><br>Final Individual Project (60%)<br><\/p><br><p>A MATLAB project incorporating the concepts taught during the lecture.<\/p><br><p>The assessment will be done based on<br>The complexity of the topic selected to submit as project<br>The quality of code (efficiency, readability and executability)<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Literature resources<br><br>The course notes and slides will be provided during the lectures. Additional resources will be given during the lecture.                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e110352\"\n        >\n            <span class=\"accordion__title\">\n                Supply chain &amp; logistics                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-3                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e110352\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Supply chain &amp; logistics<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Provide knowledge and insight into supply chain systems as a whole (manufacturing, distribution, retail and customer demand), understand the critical infrastructure for the production and distribution, understand decision making issues in logistics and supply chain management in general and in terms of sustainability, understand the opportunities and constraints of digitalization in supply chain management (internet of things, digital documents, monitoring and alerting), apply conceptual, analytical and numerical tools for modeling and solving logistics and supply chain applications, give insight into network economics and system dynamics in supply chains.\u00a0                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        At the end of the course, students are able to explain the role and the meaning of logistics and supply chain systems in modern sustainable production and logistics networks, to describe the relations between the different players and how these systems work from supplier to customers, to manage simple networks in terms of efficient and green value creation in order to maximize the overall profit in the system, to apply both basic operational and strategic methods of supply chain management.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Introduction (basic concepts and definition), Strategic fit (make-or-buy, cost, responsiveness, agility), Supply Chain integration (material flow, push\/pull and lead time concept), Facility location problems, Vehicle routing problems (e.g. travel salesman problem), Supply chain network design and equilibrium, Systems dynamics and value of coordination, Transport and distribution, Forecasting, Sales and Operations Planning, Capacity and Inventory Management, Material Requirements Planning , SCM policies and performance indicators, Sustainability and Reverse logistics, Digitalization in SCM.                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (100%)<br><\/p><br><p>Assessment based on written answers to a test using instructional tasks or questions (short question tests, case studies, essays), composed during 90 minutes of time on-site at the end of the term. Any language dictionary as well as a non-programmable calculator will be allowed during the exam.\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p><br><p>Chopra, S. (2019): Supply Chain Management: Strategy, Planning, and Operation, 7th ed., Upper Saddle NJ, Pearson, Boston, 2019\u00a0<\/p>Christopher, M. (2022): Logistics Supply Chain Management, 6th edition, FT Publishing International, Upper Saddle NJ, 2022\u00a0<br>Krajewski, L., Malhotra, M. (2024): Operations Management: Processes and Supply Chains, Global Edition, 14th edition, Pearson, Harlow\/England, 2024\u00a0<br>MacCarthy, B., Ivanov, D. (2022): The Digital Supply Chain, 1st edition, Elsevier, Amsterdam, 2022\u00a0<br>Jacobs, F. R., Chase, R. B. (2018): Operations and Supply Chain Management, 15th Global Edition, McGraw-Hill Education, New York, 2018\u00a0<br>Simchi-Levi, D., Kaminsky, P., Simchi-Levi, E. (2008): Designing and managing the supply chain, 3rd edition, McGraw Hill, New York, 2008\u00a0<br>Articles from literature\u00a0<br>Hand-outs\u00a0                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e11035e\"\n        >\n            <span class=\"accordion__title\">\n                Life Cycle Assessment and Eco Design                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-4                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e11035e\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Life Cycle Assessment and Eco Design<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Students of this course learn to design products\/megastructures following the principles of sustainability. For that, students get to know what sustainable products and sustainable resources can mean. Additionally, students understand how a product&#8217;s performance for sustainability can be assessed in order to critically reflect on it. Particularly, the course aims at enabling students to apply life cycle assessment (LCA) and eco-design methods.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>After successfully participating in the course, students will be able to <\/p><br><p>1.) independently improve the environmental performance of their products\/megastructures and developing sustainable product concepts by applying eco-design strategies, principles and methods in the early stages of the development process,<\/p><br><p>2.)\u00a0 integrate the ecological perspective in the technical product creation, and <\/p><br><p>3.) conduct their own LCA studies.<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>The content of the course focuses on the following main areas: <\/p><p>&#8211; Introduction to sustainable development and related concept; <\/p><p>&#8211; The importance of life cycle thinking; <\/p><p>&#8211; The life cycle of products, services and megastructures; <\/p><p>&#8211; Environmental impacts and their indicators; <\/p><p>&#8211; Eco-design strategies, principles and methods; <\/p><p>&#8211; Manual calculation of LCA; <\/p><p>&#8211; Practical issues of LCA; <\/p><p>&#8211; Critical review of LCA studies; <\/p><p>&#8211; LCA and eco-design in early stages of the development process.<br><\/p>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Quiz 1 \/\u00a0<br>Written exam (33.33%)<br><\/p><br><p>Quiz 2 \/\u00a0Written exam (33.33%)<\/p><br><p>Quiz 3 \/\u00a0Written exam (33.33%)<\/p><br><ul><br><li>Objective of the assignments: apply theoretical knowledge (concepts, categories) from previous lectures.<\/li><br><li>Assessment criteria: correct choices in quizzes with various question types.<\/li><br><li>Assessment rules: positive points for correct choices, negative points for wrong choices; each question is weighted equally.<\/li><br><\/ul><br><br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>Baumann, H; Tillman, A-M: The Hitch Hiker&#8217;s Guide to LCA: An Orientation in Life Cycle Assessment Methodology and Applications. Professional Pub. Service 2004\u00a0\u00a0<br>Crul, M.R.M; Diehl J.C: Design for Sustainability: A Step-by-Step Approach. United Nations Environment Programme 2009<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e11036a\"\n        >\n            <span class=\"accordion__title\">\n                Assembly and testing technologies                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-5                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e11036a\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Assembly and testing technologies<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-5<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            <p>\u200b\u200bThe automotive industry is leading in advanced assembly and testing technologies.<\/p><br><p>The student will understand assembly, testing and adjustment processes at a vehicle final assembly plant and be able to apply this knowledge to future engineering tasks.\u200b\u00a0<\/p>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\u200b\u200bThe student will understand assembly technologies und related testing and adjustments regarding the requirements of the vehicle. They can evaluate product design for assembly. The students know machinery and equipment for manual, semi-automated and automated assembly, testing and adjustment processes and are aware about the specific opportunities and limitations. \u200b\u00a0<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>1. Key performance indicators for production machines in the final assembly plant\u00a0<\/p><ul><li>Tolerances and capability\u00a0<\/li><li>Availability\u00a0<\/li><li>Cycle time and volume\u00a0<\/li><li>Quality management<\/li><\/ul><p>2. OOA method to work out modular concepts for production machines in the final assembly plant regarding an efficient production of the vehicle<\/p><p>3. Structure of modern final assembly plants<\/p><ul><li>Principles of planning assembly plants<\/li><li>Structures of assembly systems, e.g. assembly lines<\/li><li>Structures of End of Line test and adjustment systems\u00a0<\/li><\/ul><p>4. Principles of assembly stations regarding vehicle requirements<\/p><ul><li>Examples \u201crear axle assembly\u201d and \u201cmarriage\u201d stations<\/li><li>Fixation technologies <\/li><li>Virtual Commissioning<\/li><li>Manual, semi-automatic and automatic processes\u00a0 <\/li><li>Conveyors, manual and automatic handling devices and robotic<\/li><\/ul><p>5. Principles of End of Line testing and adjustment stations regarding vehicle requirements<\/p><ul><li>Basics of linear algebra and vector calculation<\/li><li>Wheel alignment<\/li><li>Head lamp and driver assistance systems setting<\/li><li>Roll-, brake-, ABS-testing<\/li><li>Manual, semi-automatic and automatic processes and adjustment devices<\/li><li>Optical sensor technologies\u00a0<\/li><\/ul>\u00a0\u00a0                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (100%)<br><\/p><br><p>Knowledge regarding the lessons.<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p><br><p>Literature, Patents and Norms<\/p><br><p>Mechern, 14.06.2024, Dr. T. Tentrup<\/p>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e110375\"\n        >\n            <span class=\"accordion__title\">\n                Assessment of Finite Element Calculations                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-6                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e110375\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Assessment of Finite Element Calculations<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-6<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            On completion of the course unit successful students will be able to use and understand a well-established norm [1] for analytical strength assessment of components based on local stresses calculated with the help of the finite element method.<br><br><br>As this norm is well known in industry and research (6th edition), its use and the respective background are detailed in this lecture. The student understands why the norm imposes a specific procedure for static and a different one for fatigue assessment and what the relevant influence factors are. All important background information is given by two classical textbooks [2], [4], multiple handouts and three discussed examples. The additional information deploys the relevant physical background phenomena quantitatively, where the norm is short. Vice-versa, the textbooks etc. do not contain numerical quantity values for direct use, what the only norm does.<br><br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>When a finite element calculation has been performed and the stresses have been calculated they have to be assessed with respect to the imposed stress limits depending on the charging of the component:<br><\/p><br><ul><br><li><br>Static assessment based on linear and non-linear Finite Element Method (FEM)<br><\/li><br><li><br>Fatigue assessment based on linear stress and strain calculations<br><br><br><\/li><br><\/ul>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Lecture 1: Introduction to the problem (General survey of FKM, Chapt. 0, [1]) and by discussion of an analytical example: stress distribution in a thick walled pressurized tube. Repetition of principle stresses and three stress hypotheses for combined stress. Difference between Fatigue Assessment and Fracture Mechanics (1.handout 7 pages, fracture mechanics not part of this lecture), definition of local and nominal stresses (assessment by use of nominal stresses is not part of this lecture).<br><br>Lecture 2: Definition of local, uniaxial, multiaxial, proportional, synchronous and non-proportional stresses. Procedure of calculation and demarcation with respect to nominal stresses, repetition of basics: effect of notches, stress concentration factor SCF or Kt<br><br>Lecture 3: Chapt. 3.0 \u2013 3.1.2.2 of FKM [1]: combined stress in case of brittle and ductile material, multiaxiality, repetition of basics: stress-strain curve, simplification of elastic-ideal plastic behavior, hardening, real stress and real strain, yield-curve of a component, (2.handout 1 page, reinforced concrete), section factor, stress and strain distribution of a smooth specimen subject to bending, NEUBER equation with example (3.handout 1 page), plastic strain limits vs. elongation at break, plastic limit loading.<br><br>Lecture 4: Chapt. 3.1.2.2 \u2013 3.2.1.2 of FKM [1] : effect of thickness and repetition of basics: plain stress sate and plain strain state, full plasticity and collapse loading, effect of pre- or residual-stress for brittle and ductile material, loading and unloading, reverse-plastification, (4.handout 1 page, effect of post-weld-heat-treatment)<br><br>Lecture 5: Chapt. 3.2.1.2 \u2013 3.6.1.2 of FKM [1]: effect of thickness, elevated temperature including creep (5. handout 2 pages), section factor npl of FKM based on NEUBER rule, plastic notch factor and strain limit, typical safety factors and assessment incl. multiaxiality; definition of stress categories: primary &amp; secondary, membrane, bending &amp; peak stresses only to demark from ASME-code approach (not part of the lecture), repetition of basics: failure load of brittle and ductile material, Charpy-impact testing.\u00a0<br><br>Lecture 6: Chapt. 4.0 \u2013 4.1.3.1 of FKM [1] : s-n-line, stress ratio R, stress spectrum, endurance limit, slope k, and repetition of basics: cyclic loading, proportional, synchronous and non-proportional loading, finite life and endurance limit, stress-range R and the s-n-line (W\u00f6hlerline), \u2018slope\u2019 of the s-n-line, knee point, typical scatter Tn and Ts values, statistics of cyclic testing and normalized s-n-line<br><br>Lecture 7: Chapt. 4.1.3.1 \u2013 4.1.3.2 of FKM [1] : constant amplitude s-n-curve, mean stress influence, and repetition of basics: alternating and pulsating loading, endurance strength limits for different materials and loadings, effect of mean stress- Haigh and Smith diagram, mean stress sensitivity, simplified Haigh diagram acc. to FKM, static limits of the Haigh-diagram, effect of surface, size, stress gradient (or volume) and corrosive environment on the endurance limit, effect of notches, definition of fatigue notch factor Kf vs. form factor Kt (=SCF), dynamic support factor= Kt &#8211; Kf-ratio<br><br>Lecture 8: Chapt. 4.1.3 \u2013 4.6.2.2 of FKM [1]: influence of mean stress and variable amplitude, fatigue limit=endurance limit, temperature influence, 6. handout 1 pages to repeat support factor= Kt &#8211; Kf-ratio, related stress gradient, design factor KWK, mean stress factor KAK, variable amplitude fatigue strength factor KBK, the different\u00a0 fields of the HAIGH diagram, two simplified models of s-n-lines, Miner\u00b4s elementary and consistent rule, damage sum, degree of utilisation, stress spectrum and its determination by rainflow- and rainfill=reservoir-counting (example with 7. handout -5 pages )<br><br>Lecture 9: First full example, based on our open access-peer-reviewed publication [3] (8 . handout &#8211; 7 pages )<br><br>Lecture 10: Chapt. 6.0 \u2013 6.2.2 of FKM [1]: Discussion of two fully detailed examples in the annexe of FKM<br><br>Lecture 11: ANSYS-Workbench, computer room: introduction into the software, modelling of a thick walled tube (Stephan Sellen)<br><br>Lecture 12: ANSYS-Workbench, computer room: 9 . handout, send by email \u2013 geometry of first example, ref. to lecture 9, (Stephan Sellen) )<br><br>Lecture 13: ANSYS-Workbench, computer room: full linear and non-linear calculation acc. to FKM for the example of lecture 9, repetition and summary of theory (10 . handout &#8211; 7 pages, (Stephan Sellen) )<br><br>Lecture 14: repetition and summary, Q+A, exam preparation<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (100%)<br><\/p><br><p>\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>[1] FKM Guideline, 6th Edition 2012, Analytical Strength Assessment of Components, ISBN 978-3-8163-0649-8<br>[2] Fundamentals of Machine Elements, SI Version, 3rd Edition, CRC-Press, ISBN 978-1-4822-4748-0<br>[3] Design rules for autofrettage of an aluminum valve body; S. Sellen, S. Maas, T. Andreas, P. Plapper, A. Z\u00fcrbes and D. Becker, http:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/ffe.12328\/abstract<br>[4] Issler, Ruoss, H\u00e4fele, Festigkeitslehre \u2013 Grundlagen, Springer, ISBN 3-540-40705-7 10 handouts during the lectures (in English)<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e110387\"\n        >\n            <span class=\"accordion__title\">\n                CAD &amp; CAE                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-7                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e110387\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> CAD &amp; CAE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-7<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            <p>\u200b\u200bThe main objectives are: <\/p><br><p>1-Development of a professional knowledge in technical communication tools available in actual design offices. The focus will be on understanding the different methodology of numerical model creation, using full 3D parametric features capabilities. <\/p><br><p>2- Structural validation of parts and systems. <\/p><br><p>3- Comprehension and production of Engineering drawings for use in different Engineering specialisations.\u200b\u00a0<\/p>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>The students in the defined scope of the course can: <\/p><br><p>1- professionally work with a commonly used commercial CAD and FEA software <\/p><br><p>2- validate structurally simple parts, assemblies and mechanical concept <\/p><br><p>3- Generate parametric design of Products and Systems including sustainability constraints <\/p><br><p>4- Communicate technical concepts using industrial modern tools, and to understand the various standards and practices in the mechanical industrial field<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\u200b\u200b1- Introduction to CAD <\/p><p>2- Feature modelling \/ advanced sketch <\/p><p>3- Parametric Modelling <\/p><p>4- structural simulation <\/p><p>5- Validation of parts and systems <\/p><p>6- Optimisation of geometry and material <\/p><p>7 Overall capabilities of CAE software\u200b\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Final written exam                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>Inventor Professional Revit Documentation and Online help\u00a0<br>MemoTech \u2013 Dessin Technique et norm CAO \u2013 C.Hazard\u00a0<br>Precis de construction mecanique \u2013 R.Quatremer \u2013 Nathan\u00a0<br>Guide du Dessinateur industriel \u2013 A.Chevalier \u2013 Hachette\u00a0<br>Technisches Zeichnen \u2013 Hoischen \u2013 Edition Cornelsen \/ Girardet\u00a0<br>\u201cFundamentals of Machine Elements, Third Edition: SI Version\u201d, Steven R. Schmid, Bernard J. Hamrock, Bo. O. Jacobson.\u00a0<br>\u201cFundamentals of Machine Components Design\u201d, R. C. Juvinall, Kurt M. Marshek.\u00a0<br>\u201eRoloff\/Matek Maschinenelemente\u201c, Herbert Wittel, Dieter Muhs, Dieter Jannasch, Joachim.Vo\u00dfiek.\u00a0<br>\u201cEngineering Drawing and Design\u201d,\u00a0 5th Edition, David A. Madsen, David P. Madsen\u00a0<br>\u201cFundamentals of Machine Elements, Third Edition\u201c, Steven R. Schmid, Bernard J. Hamrock, \u202fBo. O. Jacobson \u00b7\u202f\u202f\u202f\u202f\u202f\u202f\u202f\u202f\u00a0<br>\u201cFundamentals of Machine Components Design \u201c , R. C. Juvinall, Kurt M. Marshek\u00a0<br>\u201c Mark&#8217;s Calculations for Machine Design \u201c , Thomas Brown.\u00a0<br>\u201c Shigley&#8217;s Mechanical Engineering Design\u201c, Richard G Budynas, Keith J Nisbett.\u00a0                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e110399\"\n        >\n            <span class=\"accordion__title\">\n                Machine design                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-8                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e110399\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Machine design<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-8<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            The aims of the course are:<br>+ to deepen knowledge of designs of machine elements gained in the courses of\u00a0 machine elements in bachelor study<br>+ to present advanced design methods of mechanical parts<br>+ to introduce advanced tools (CAE) for analyses of machine design: FEA \u2013 ANSYS\/ Inventor, CAD \u2013 Inventor, reporting\/ calculations \u2013 Mathcad, and Fusion 360 &#8211; CAD cloud computing<br>+ to build base student knowledge of machine design, which is needed for their projects in semester 2 &#8211; Machine Design Exercise.<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        After the course,\u00a0 the student:<br>+ is able to carry out a design process for mechanical objects<br>+ uses in practice analytical equations of mechanics to design machine elements<br>+ solves real technical problems using previously acquired knowledge of subjects: mechanics, strength of materials, machine element design, and CAD<br>+ is able to propose an appropriate technological process of manufacture and assembly for a particular machine element<br>+ knows how to utilize CAE tools like ANSYS, Inventor, and Mathcad in design projects<br>+ is able to understand the concept of machine element optimization and employ this method in projects.<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Part I Fundamentals<br>+ Tolerances and fits. Deviations of form and position and surface roughness<br>+ Loads, analysis, materials, static body stresses<br>+ Fatigue and impact<br>+ Safety factor, reliability<\/p><p>Part II \u2014 Machine Elements<br>+ Stresses and deformations in cylinders<br>+ Shafts and associated parts<br>+Bearings<br>+ General gear theory<br>+ Spur sears, helical, bevel and worm gears<br>+ Manual gearboxes designs<br>+ Brakes and clutches<br>+ Flexible machine elements<br>+ Belts, wire ropes, rolling chains<br>+ Machine element optimization<br><\/p>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (100%)<br><\/p><br><p>The written exam consists of 3 problems to solve; each problem will be assessed, taking into account a used methodology &#8211; 60%, and numerical correctness of the solution &#8211; 40%.\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>\u201cFundamentals of Machine Elements, Third Edition\u201c, Steven R. Schmid, Bernard J. Hamrock, Bo. O. Jacobson<br>\u00a0Course materials available on Moodle system<br><br>Supplementary:<br><br>\u00a0\u201cFundamentals of Machine Components Design\u201c, R. C. Juvinall, Kurt M. Marshek<br>\u00a0\u201cMark&#8217;s Calculations for Machine Design\u201c, Thomas Brown.\u00a0<br>\u201cShigley&#8217;s Mechanical Engineering Design\u201c, Richard G Budynas, Keith J Nisbett.<br>\u201cEngineering Drawing and Design\u201c, 5th Edition, David A. Madsen, David P. Madsen<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1103aa\"\n        >\n            <span class=\"accordion__title\">\n                Fundamentals of Network Theory                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MICS2-7                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1103aa\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Fundamentals of Network Theory<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MICS2-7<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Split into two parts, part (A) will introduce fundamental aspects of generic mathematical networks (graphs), usually summarized as network science, and not limited to computer networking, but also applicable to networks in social media, machine learning (artificial neural networks), road traffic and vehicle communication, cryptocurrency transactions, energy transport, biology, citation networks and many more.<br>Part (B) will explain model fundamentals of quantum networking, from basic qubit notations, Bell states, entanglements, 2-qubit gates, until quantum repeaters using entanglement swapping for multi-hop quantum communication networks.<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        At the end of the course, students will be able to identify and apply suitable models and graph representations with related graph metrics to analyse practical networked scenarios, and reason about most efficient application of (network centrality) metrics. Students will understand power and limits of end-to-end concepts of quantum networking applied to distributed communication scenarios including entanglement swapping.<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Part (A): Eigenvectors and eigenvalues, adjacency matrix, hypergraphs and bipartite networks, trees and planar networks, degrees, paths and components, graph Laplacian.<br>Part (B): Introduction to quantum networking, scalar product, unitary matrices, Hadamard transformation, 2-qubits, entanglements, manipulation of qubits, introduction to gates, example 2-qubit gates (CNOT, Pauly, swap), no-cloning theorem, Bell states and Bell measurements, quantum repeater and entanglement swapping, fundamental experiments like Mach-Zehnder interferometer.<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Combined (continuous and end-of-course) assessment<br>Several take-home assignments (&#8220;exercises\u201d) will be issued and submitted by the students within 2 weeks deadlines.\u00a0 <br>Each assignment will be discussed in plenum and will be followed by small online tests which will be marked.<br>Assessment: Final written exam (60%), online tests (20%), exercises submission and discussion (20%)<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Slides, comprehensive lecture notes, exercise assignments. Additional references provided during the course. All information will be made available on Moodle&#8217;s course page.                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1103b6\"\n        >\n            <span class=\"accordion__title\">\n                Networking                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MICS2-8                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1103b6\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Networking<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MICS2-8<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Introduce higher networking layers and mathematical descriptions of network concepts as Multiple Access Control (ALOHA, collision detection and resolution), Error detecting and correcting codes, ARQ, routing and flow control, Queueing and QoS.<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Describe fundamental parameters of networks and medium access control,- Take optimal stochastic decisions based on observations, &#8211; Differentiate existing communication topologies according to their performance, security and robustness, &#8211; Apply theoretical concepts to real world communication architectures for performance or security optimisation                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Point-to-Point Data Transmission: synchronous multiplexing (TDM, FDM, CDM, S+TDM), asynchronous multiplexing (frame synchronization, frame length optimization, pipelining effect).<br> Error Detection and Correction: basic definitions, error probabilities, binary symmetric channels, information entropy, throughput and packet error rates of ARQ protocols (stop-and-wait, go-back-N, selective repeat), correction and decoding (maximum likelihood, minimum distance, CRC).<br> Random processes and probability distributions of discrete and continuous experiments (Binomial-, Poisson-, distance-, Erlang-i-distributions and transitions between them), introduction to Markov processes.<br> Introduction to Mathematics of Networks (\u201cNetwork Science\u201d): adjacency matrix, weighted networks, cocitation and bibliographic coupling, acyclic directed networks, hypergraphs and bipartite networks, degrees, paths, Eulerian and Hamiltonian paths, graph Laplacian.<br> Multiple Access Control: ALOHA, Slotted ALOHA, distributions for infinite and small number of senders, quantifying success drift, stabilization methods (binary exponential backoff, pseudo Bayes), collision resolution methods (tree and first-come-first-serve), throughput of CSMA, collision avoidance.<br> Introduction to Queueing: models, Little\u2019s theorem, examples with M\/M\/1, M\/M\/1\/n, M\/G\/1<br> If time allows (otherwise this will be continued in course MICS2-23: \u201cQoS in Computer Networks\u201d): introduction to preemptive and non-preemptive priorities (M\/M\/m), Jackson networks, anonymity protocols and QoS in distributed systems. Learning outcomes &#8211; Describe fundamental parameters of networks and medium<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Continuous assignment<br>Several take-home assignments will be issued and submitted by the students within 2 weeks deadlines. Each assignment will be discussed in plenum and will be followed by small online tests which will be marked.<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Slides, lecture notes, exercise assignments. Additional references provided during the course.<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1103c1\"\n        >\n            <span class=\"accordion__title\">\n                Sensors &amp; signal processing                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-9                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1103c1\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Sensors &amp; signal processing<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-9<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Understand the basic metrology, sensor concepts and signal processing methods in the context of engineering.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Gain a basic understanding of sensor and signal processing concepts.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Basic SI units, electrical circuits, linear time-invariant systems, Fourier analysis, analog and digital sensor data acquisition, introduction to fundamental sensor types.                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (100%)<br><\/p><br><ul><br><li>Objectives: Test the knowledge, skills, and aptitude acquired by the students.<\/li><br><li><br>Assessment rules:\u00a0test of various types of questions, 2-hour duration.\u00a0<br><\/li><br><li><br>Assessment criteria:\u00a0The mathematical approach, presentation, and the final answer.<br><\/li><br><\/ul><br><p>\u00a0<\/p><br><p><br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>Lecture slides<br>Own written notes from lectures<br><br>Optional:<br>Jacob Fraden, Handbook of Modern Sensors: Physics, Designs, and\u00a0Applications, Springer 2010, ISBN: 978-1441964656\u00a0<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1103cd\"\n        >\n            <span class=\"accordion__title\">\n                Technical Energy Systems Modeling and Simulation                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-10                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1103cd\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e11030b\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Technical Energy Systems Modeling and Simulation<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-10<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 1.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Knowledge of how to model and simulate dynamic system.* Build mathematical models for dynamics of technical systems derived from basic principles * Use advanced tools for numeric and symbolic computing * Apply decomposition, transformation and approximation methods * Elaborate a case study and present computational results.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Learning how to apply simulation methods on given practical problems, having different types of technical dynamic (energy) systems. In the seminar, techniques for modeling of technical systems are elaborated in case studies for typical technical systems employing symbolic and numeric computation methods.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Theoretical basis lecture, hands on workshops with Matlab.1 Technical Systems2 System Structures and Model Descriptions3 Continuous Models from Variational Analysis4 Model Simplification5 Optimal System Operation.                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Take-home assignment (30%)<br><br><br><ul><br><li>Seminar simulation work.<\/li><br><li>Assessments will be given on weekly bases in first 6 week, after that self-study and autonomous working on single or group projects.<\/li><br><\/ul><br><p><br>Oral exam (70%)<br><br><br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p><br><p>Kondipudi, Prigogine : Modern Thermodynamics, WileySon, 1998<\/p><br><p>Baumann : Symmetry Analysis of Differential Equations, Springer Verlag, 2000<\/p><br><p>Ljung, Glad : Modelling of Technical Systems, Prentice Hall, 1995<\/p><br><p>Wellsted: Introduction to Physical Modeling, Control Systems Principles, 2000<\/p>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>    <\/div><\/div><\/section>\n<section\n    id=\"tabpanel-74ff6c16-edd3-484b-822a-673003f38161\"\n    aria-labelledby=\"tab-74ff6c16-edd3-484b-822a-673003f38161\"\n    class=\"tab-panel fade hidden is-hidden\"\n>\n    <div class=\"wp-block-unilux-blocks-course-offer\">\n    <h3>Course offer for Semestre 2 (2025-2026 Summer)<\/h3>\n    \n<div id=\"accordion-module-69ec72e1151ad\" class=\"accordion accordion--theme\">\n            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1151d5\"\n        >\n            <span class=\"accordion__title\">\n                Manufacturing systems                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-12                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1151d5\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Manufacturing systems<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-12<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span>  2.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Being familiar with different traditional and advanced manufacturing technologies with the emphasis on the ones available in the region, to prepare the students for a professional industrial role.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        You can prepare a professional presentation for academic areas or industry.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul><li>Overview of different manufacturing technologies, their corresponding advantages, limitations, and requirements.<\/li><li>Primary shaping: casting, additive manufacturing, powder metallurgy, galvanoplasty, semisolid processing.<\/li><li>Materials forming, cutting, and joining.<\/li><li>Coating and changing materials properties via heat treatment.<\/li><li>Ferrous and non-ferrous alloys.<\/li><li>Primary shaping of plastics.<\/li><li>Manufacturing technologies in automotive glass industry.<\/li><li>Presentation skills and professional reporting.<br><\/li><\/ul>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (10 points)<br><\/p><br><p><br>Objectives<br><\/p><br><ul><br><li>You assess which manufacturing technique is suitable for a required design, application or properties.<\/li><br><li>You can list the main applications of each manufacturing technique.<\/li><br><li>You can list the advantages and limitations of a given manufacturing techniques for a defined part.<\/li><br><li>You can prepare and deliver a professional presentation and reporting for academic and industrial environments.<\/li><br><\/ul><br><p><br>Assessment rules<br><\/p><br><p>Multiple-choice questions, short-answer questions, analytical questions<\/p><br><p>\u00a0<\/p><br><p><br>Presentation (7 points)<br><\/p><br><p><br>Objectives<br><\/p><br><p>You can prepare a professional presentation for academic areas or industry.<\/p><br><p><br>Assessment criteria<br><\/p><br><p>Mastery on the topic, technical quality, visual quality and comprehensiveness of the presentation, soft skills in presentation, timing, referencing<\/p><br><p>\u00a0<\/p><br><p><br>Take-home assignment (3 points)<br><\/p><br><p><br>Objectives<br><\/p><br><p>You can prepare a professional presentation for academic areas or industry.<\/p><br><p><br>Assessment criteria<br><\/p><br><p>Technical quality and comprehensiveness, referencing<\/p><br><p>\u00a0<\/p><br><p>\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1151ea\"\n        >\n            <span class=\"accordion__title\">\n                Product Planning &amp; Marketing for Engineers                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-11                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1151ea\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Product Planning &amp; Marketing for Engineers<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-11<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span>  2.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            The objective of the course is to enable engineering students to integrate a market-oriented perspective into their thinking, (product-) designing, and decision-making.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        After successfully completing this module, students will be able:\u00a0<br>&#8211; to evaluate\u00a0 (new) products and service offers in terms of customer value and potential market positioning;\u00a0<br>&#8211; to apply relevant marketing strategies to a given company and\/or business unit;\u00a0<br>&#8211; to analyse determinants of buying behaviour and transfer this knowledge into applicable market segment strategies;\u00a0<br>&#8211; to integrate the customer perspective into the product development process;<br>&#8211; to evaluate basic pricing and communication strategies in line with product positioning.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul><li>Basic concepts of marketing<\/li><li>Marketing strategies<\/li><li>Determinants of International Buying Behavior<\/li><li>Market Segmentation<\/li><li>Product\/Brand Strategies<\/li><li>Product development and positioning<\/li><li>Pricing- and Communication Strategies<\/li><\/ul>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written or oral exam (70%)<br><\/p><br><p><br>Active participation (10%)<br><\/p><br><p><br>Case study solution (20%)<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Literature resources<\/p><br><ul><br><li>Homburg, Ch., K\u00fcster, S., Krohmer, H. (latest edition): Marketing Management: A Contemporary Perspective, McGraw Hill\u00a0<\/li><br><li>Kotler, P., Armstrong, G. (latest ed.): Principles of Marketing, Prentice Hall\u00a0<\/li><br><li>Brennan, R., Canning, L., McDowell, R. (latest edition): Business-to-Business Marketing, Sage Publications\u00a0<\/li><br><\/ul><br><br><br><br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1151f7\"\n        >\n            <span class=\"accordion__title\">\n                Programming for Engineers II                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-14                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1151f7\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Programming for Engineers II<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-14<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span>  2.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            The aim of the course is to teach basics of programming with modern languages (Python), software engineering fundamentals and practical applications of data analytics and visualization for engineers. The students can practically apply what they have learned in assignments and student projects along their student program or their careers.\u00a0<br>\u00a0<br>The course consists of the following learning units:\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Introduction to programming\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Concepts of programming such as object-oriented programming\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Principles of software development and UML\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Introduction to fundamental python packages used in engineering.\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Introduction to data analytics, machine learning and data visualization.\u00a0<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Having successfully completed the module, students will be able to demonstrate knowledge and understanding of:\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Programming algorithms for solving tasks in engineering.\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Using modern tools and methods for software development.\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Being able to process different data sets and analyze them.\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Utilize visualization methods on large data records.\u00a0<br>\u00b7\u00a0 \u00a0 \u00a0 \u00a0 \u00a0Identify the required computational tools for solving a particular engineering task.\u00a0                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        1. Introduction to computation and programming languages (week 1)\u00a0<br>2. Elements of python programming language such as statements, operators, loops, variables, simple types, complex types (week 2 and 3)\u00a0\u00a0<br>3. Concepts of object-oriented programming, i.e. classes, objects, methods, polymorphism (week 4 and 5)\u00a0<br>4. Basics of software design (week 6 )\u00a0<br>5. Data structures and data visualization (week 7 and 8)\u00a0<br>6. Introduction to machine learning and AI tools (week 9 and 10)\u00a0<br>7. Systems design, APIs and applications (week 11)\u00a0<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Project presentation<br><br><br><\/p><br><ul><br><li>Phase 1: Project Scope Outline Report <\/li><br><li>Phase 2: Final Project Presentation<\/li><br><\/ul>                    <\/div>\n                <\/li>\n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e115202\"\n        >\n            <span class=\"accordion__title\">\n                Robotics                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-13                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e115202\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Robotics<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-13<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span>  2.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                \n                \n                \n                \n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e11520e\"\n        >\n            <span class=\"accordion__title\">\n                Additive Manufacturing Technology                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-16                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e11520e\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Additive Manufacturing Technology<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-16<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Develop a comprehensive understanding of AM technologies.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Identify and select appropriate AM technologies for particular applications as well as learn how to 3D print.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>The course provides an introduction to Additive Manufacturing (AM) or 3D printing technologies, covering the background, actual methods, available printable materials and also current and future applications. AM&#8217;s global impact and the key players in AM industry will be briefly laid out. The course will consist of lectures and hands-on laboratory sessions, where students will generate 3D designs and print.<\/p>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Continuous assessment<\/p>In-class Assignments (25%): Students will complete regular assignments to demonstrate their understanding of the material.<br>Group Projects (75%): Collaborative group tasks will be part of the course, including a presentation as a component of the assessment.<br>                    <\/div>\n                <\/li>\n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e115219\"\n        >\n            <span class=\"accordion__title\">\n                Advanced Control                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-19                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e115219\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Advanced Control<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-19<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            <p>In the creation of sustainable products, control engineering plays a more and more important role. In order to realize increasingly complex functionalities and so called \u201csmart\u201d products, control systems with advanced information processing capabilities have to be embedded in the product.\u00a0<\/p><br><p>As an introduction, methods to model technical products and processes as sets of linear or nonlinear differential equations forming transfer function models are considered. Based on this, basic and more advanced methods to develop control systems are derived and discussed using engineering examples. Furthermore, an introduction to system-identification methods and a digital control design will be given.\u00a0<\/p><br><p>Finally, it will be discussed how basic and advanced control approaches could be simulated and tested using MATLAB software.<\/p>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>1. The students should have a profound knowledge how to model technical products and processes as continuous, discrete-event or hybrid dynamic systems.<\/p><br><p>2. Draws bode diagram for any system and design a compensate controllers (lead, lag) via frequency response using MATLAB.<\/p><br><p>3. The students are able to design, implement and test basic and more advanced control systems based on the derived system-identification models.<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>1. Introduction to dynamic system modelling<\/p><ul><li>basic principles<\/li><li>transfer function model<\/li><li>stability, transient response, and steady state error.\u00a0<\/li><\/ul><p>2.\u00a0 Basic linear control systems<\/p><ul><li>short repetition of basic linear SISO control<\/li><li>bode diagram and frequency response analysis<\/li><\/ul><p>3.\u00a0 Advanced linear control systems<\/p><ul><li>feedback control system design via frequency response.\u00a0<\/li><li>digital control system design<\/li><\/ul><p>4.\u00a0 Introduction to system identification<\/p><ul><li>system identification theory\u00a0<\/li><li>data-driven control design.\u00a0<\/li><\/ul><p>5.\u00a0 Simulation, Testing and Implementation of Control Systems<\/p><ul><li>simulation and testing of dynamic and closed loop feedback systems using MATLAB software.\u00a0<\/li><\/ul>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written examination (80%)<br><\/p><br><p>A written exam, including different exercises, will be done at the end of all lectures.<\/p><br><p>\u00a0<\/p><br><p><br>2 assignments will be given before the final exam (20%)<br><\/p><br><p>Take-home assignments with fixed deadlines will be given to the students to test their understanding of the lectures and to estimate their analysis capacities and how far they can look for additional information not provided in the lecture<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        1.Nise, Norman S. Control Systems Engineering. John Wiley Sons, Sixth Edition,<br>2.Richard C. Dorf, and Robert H. Bishop (2008). Modern Control Systems, Eleventh Edition, Prentice-Hall, Inc.\u00a0<br>3.Arun K. Tangirala. Principles of System Identification Theory and Practice. (Chapter: 1-3; 12-15)\u00a0<br>4.Lennart Ljung, System Identification: Theory for the User. Second edition.                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e115225\"\n        >\n            <span class=\"accordion__title\">\n                Advanced engineering materials                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-17                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e115225\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Advanced engineering materials<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-17<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Knowledge of structural materials (metals as ferrous and nonferrous alloys; ceramics and glasses;polymers, and composites) and their use in the view of a sustainable use of resources.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        The students will be capable to understand the different properties of the different key engineering materials and their use.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Crystallography<\/p><p>Diffusion<\/p><p>Phase Diagrams<\/p><p>Metals:<\/p><ul><li>Ferrous alloys (carbon and low-alloy steels, high-alloy steels, cast irons)<\/li><li>Nonferrous alloys (aluminium alloys, magnesium alloys and other alloys)<\/li><li>Processing of metals and the influence on their properties<\/li><li>Glasses<\/li><li>Processing of ceramics and glasses and the influence on their properties<\/li><\/ul><p>Polymers:<\/p><ul><li>Thermoplastic polymers<\/li><li>Thermosetting polymers<\/li><li>Processing of polymers<\/li><\/ul><p>Powder Metallurgy:<\/p><ul><li>Cemented Carbide<\/li><li>Cermets<\/li><li>Compaction<\/li><li>Sintering<\/li><\/ul><p>Mechanical and Physical Properties<br>Materials and our environment:<\/p><ul><li>Environmental aspects of design<\/li><li>Recycling<\/li><\/ul>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Written Exam 1:\u00a0Intermediate exam for 25% of the total grade<\/p><br><p>Written exam 2: Final exam for 75% of the total grade<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p><br><p>Materials selection in Mechanical Design, M. F. Ashby, Butterworth-Heinemann, Burlington, 3rd ed., 2006<\/p><br><p>Engineering Materials 1 2, M. F. Ashby, D. R. H. Jones, 3rd ed., Butterworth-Heinemann, Burlington,\u00a02005.<\/p><br><p>Materials Science for Engineers, J. F. Shackelford, 6th ed., Prentice Hall New Jersey, 2005.<\/p><br><p>The Science and Engineering of Materials, D. R. Askeland, 3rd ed.,Nelson Thormes Ltd., 1998.<\/p><br><p>Werkstofftechnik 1 und 2, W. Bergmann, 4. Auflage, Hanser-Verlag M\u00fcnchen, 2002.<\/p><br><p>Werkstoffe, E. Hornbogen, 7. Auflage, Springer-Verlag Berlin, 2002.<\/p><br><p>Moderne Werkstoffe, R. Gadow, A. Killinger, Expert-Verlag, 2000.<\/p>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e115230\"\n        >\n            <span class=\"accordion__title\">\n                Laser Technology for Manufacturing                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-15                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e115230\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Laser Technology for Manufacturing<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-15<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            To familiarize the students with lasers and their application in industry for their future career as the application of different lasers grow fast. Moreover, in case they want to continue their education or would like to follow their case study or thesis in a relevant field, they have enough scientific background.\u00a0\u00a0                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        You assess which laser types are suitable for which applications.\u00a0<br>You can implement concepts for new laser applications.\u00a0<br>You can list the main types of lasers.\u00a0<br>You can explain the basic terms of laser physics.\u00a0<br>You can assess the potential of laser radiation based on the process parameters.\u00a0<br>You can describe areas of industrial application of lasers\u00a0                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Introduction, basics of laser, definition, laser market, laser parameters\u00a0<br> Basic properties of laser light, light propagation, beam caustics\u00a0<br> Laser types (gas lasers, ion lasers, solid-state lasers, fiber lasers, diodes, VCSEL)\u00a0<br> Light and interaction with matter (absorption, impact of material, temperature)\u00a0<br> Beam conduction in fibers and transmissive optics, remote laser delivery\u00a0<br> Laser safety\u00a0<br> Applications of industrial machines and prototypes of hybrid laser machines\u00a0<br> Process technology: Laser hardening, laser welding, laser brazing\u00a0<br> Latest research results related to polishing, and welding of dissimilar materials\u00a0                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam<br><\/p><br><p>The written exam will count for 100% of the final grade.<br>A short preliminary exam (Quiz) will be organized and assessed during the semester. The result of this quiz, along with the active participation, will be also considered for the final grade (only if in favor of the student).<br><\/p>                    <\/div>\n                <\/li>\n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e11523c\"\n        >\n            <span class=\"accordion__title\">\n                Machine Design Exercise                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-18                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e11523c\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Machine Design Exercise<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-18<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            The goal of this course is to develop the skills of students to design machine elements using gained knowledge from completed courses (Machine Design, CAD, FEA and others) and to employ this knowledge effectively in a real design project. The course focuses on engineering analyses:\u00a0 analytical calculations of the strength of materials, FEA calculations, 3D design tools and finally, good project reporting.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Upon completion of the course, the student:<br>+ is able to work in a group and knows his place and task. They can communicate with other members and a project supervisor and accept responsibility.<br>+ they can use methods of project management.<br>+ can carry out a technical object&#8217;s design process and meet deadlines.<br>+ uses in practice computer-aided tools like ANSYS, Autodesk Inventor and Fusion 360.<br>+ solves real technical problems using previously acquired knowledge of subjects: mechanics, the strength of materials, machine element design, CAD.<br>+ is able to propose an appropriate technological process of manufacture and assembly.                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        The project topic is the design and analysis of a small mechanical assembly like a clutch, a torque limiter or a gear train.<br>The steps of the project are shown below:<br>+ Creative formulating and discovering technical problems.<br>+ Finding solutions and analyses of issues.<br>+ A selection of an optimum concept and its innovation.<br>+ An accomplishment of strength calculations and technical documentation using computer-aided systems.<br>+ Consideration of manufacturability design aspects.<br>+ Verification of an adopted design solution to reach the prototype stage.<br>+ Create a final report of the project ready for a public presentation.                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Take-home assignment (100%)<br><\/p><br><p>The completed project will be evaluated by taking into account: the quality of the report, the correctness of strength calculations, self-reliance during the project, proactivity, and how to solve engineering problems in the project.<\/p><br><p><br>No retake evaluation can be done in winter semester \/ any project failed must be retaken on the following summer semester (on the following academic year).<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>&#8220;Fundamentals of Machine Elements, Third Edition&#8221;, Steven R. Schmid, Bernard J. Hamrock, Bo. O. Jacobson<br>Course materials available on Moodle<br>Inventor Nastran, Autodesk manuals<br>ANSYS Workbench training materials<br>ANSYS manuals<br>Supplementary:<br>&#8220;Fundamentals of Machine Components Design&#8221;, R. C. Juvinall, Kurt M. Marshek<br>&#8220;Mark&#8217;s Calculations for Machine Design&#8221;, Thomas Brown.\u00a0<br>&#8220;Shigley&#8217;s Mechanical Engineering Design&#8221;, Richard G Budynas, Keith J Nisbett.<br>&#8220;Engineering Drawing and Design&#8221;, 5th Edition, David A. Madsen, David P. Madsen                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e115247\"\n        >\n            <span class=\"accordion__title\">\n                Networked Feedback Systems                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            5                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-20                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e115247\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Networked Feedback Systems<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 5<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-20<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            The objective of this course is to introduce students to networked feedback structures in interconnected information and communication technology in technical environments.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>* Identify feedback structures, decompose them and formulate continuous and sequential dynamics<\/p><br><p>* Determine reliable discrete or continuous enclosures for structure-variations and uncertainties<\/p><br><p>* Design controls with guaranteed dynamic tolerances<\/p><br><p>* Design reliable automata in technical context.<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Networked feedback and feedforward- sampling, scheduling and communication- continuous system representations- dynamics and approximations- systems over the binary field- binary transfer function and stability- combined systems and decompositions- feedback design in multiloop structures.                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        The grade for the course compiles 30% classwork (assignments and taking part in the lecture, attendance) and 70% exam (paper\/report + presentation).                    <\/div>\n                <\/li>\n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e115253\"\n        >\n            <span class=\"accordion__title\">\n                Information Theory and Coding                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            5                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MICS2-20                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e115253\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Information Theory and Coding<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 5<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MICS2-20<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            The objective of this course is to provide an understanding of fundamental communication limits and means of approaching them                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        * Compute fundamental communication limits<br>* Compress simple information sources<br>* Describe the fundamental blocks of digital communication systems (physical layer)<br>* Encode binary information with a convolutional code<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        The course contains: <br>&#8211; Shannon&#8217;s concept of mathematically quantising information and uncertainty for a communication setup <br>&#8211; Explanations that both compression and error free transmission have an extremal rate which can be computed via entropy and mutual information <br>&#8211; Methods to compress sources <br>&#8211; Digital transmission techniques and their complexity for inter-symbol-interference channels <br>&#8211; Simple error correction codes, convolutional codes                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Final Exam: 75% <br>Homework: 25%                    <\/div>\n                <\/li>\n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e11525f\"\n        >\n            <span class=\"accordion__title\">\n                Quality of Service in Computer Networks                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            5                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MICS2-23                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e11525f\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e1151ad\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Quality of Service in Computer Networks<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 5<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MICS2-23<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 2.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            The objective of this course is to introduce quantitative measures for network performance (like throughput, error correction, delays, routing) for different network topologies to<br>be applied to security protocols. It also sensibilises for differences between static and dynamic networks as well as centralised and de-centralised topologies concerning reliability and trust issues                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        * Describe performance metrics and list parameters of dedicated networks and protocols.<br>* Name and reproduce definitions of relevant parameters that theoretically characterise the communication traffic incl. queues, routing and error probabilities<br>* Analyze existing solutions according to their capabilities for throughput, error rate and security<br>* Construct and adapt real world communication architectures and protocols with given Quality of Service requirements on the basis of the theoretical concepts<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        1. Intro<br>2. Recap: Random Processes<br>3. Recap: Homogeneous Markov Chains<br>4. Commutation Systems: Components and modules<br>5. Communication Traffic as Random Process<br>6. Routing and Flow Control<br>7. Introduction to Queueing Theory<br>8. QoS in TCP\/IP                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        70% Final Exam<br>30% Successful preparation, submission and active participation in exercise sessions                    <\/div>\n                <\/li>\n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>    <\/div><\/div><\/section>\n<section\n    id=\"tabpanel-b4875b77-8943-466f-9323-99098d7308e3\"\n    aria-labelledby=\"tab-b4875b77-8943-466f-9323-99098d7308e3\"\n    class=\"tab-panel fade hidden is-hidden\"\n>\n    <div class=\"wp-block-unilux-blocks-course-offer\">\n    <h3>Course offer for Semestre 3 (2025-2026 Winter)<\/h3>\n    \n<div id=\"accordion-module-69ec72e119655\" class=\"accordion accordion--theme\">\n            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e119679\"\n        >\n            <span class=\"accordion__title\">\n                Advanced Project \/ Case Study                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            12                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-30                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e119679\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Advanced Project \/ Case Study<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 12<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-30<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Purpose of the case study in the third master semester is to apply your engineering learnings but even more relevant to learn scientific work, and thus to prepare your Master project.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        To ensure the desired broad learning, we require that the case study and the Master thesis are distinct, thus you shall work on two different projects with two different supervisors.                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Written report + 15 mins. presentation.+ 5 mins QA<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        BE CAREFUL: In order to ensure broad education, we require Advanced Project \/ Case Study Master Thesis being supervised by different Professors.                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e11968d\"\n        >\n            <span class=\"accordion__title\">\n                Design for Circularity                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            2                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-66                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e11968d\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Design for Circularity<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 2<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-66<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Comply with circular economy obligations understand End-of-Life needs.                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Data collection of end-of-life process circular product designs adapted to it.<\/p><br><p>\u00a0<\/p><br><p>\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Theoretical background &amp; practical group application.<\/p><p>Visit:<\/p><p>The aim is to give the students a first impression of possible design shortcomings that make it more difficult to repair or that are responsible for a faster need for repair. The visit is also part of the data collection for their group work, which they have to present at the end of the semester.<\/p>\u00a0<p>Lectures:<\/p><p>In the 4 lectures, students are taught the necessary theoretical background to the circular economy. The aim is to give them a clear understanding of the future requirements of engineering tasks (opportunities for future jobs) and the requirements from a regulatory perspective. The first lecture will give an introduction to the circular economy. The second lecture will focus on the end-of-life processes to give students an insight into how different products are sorted, recycled or dismantled. The third lecture deals with the beginning of life, i.e. the design and the newly required product passports. The fourth and final session will focus on best practices currently used in the industry.<\/p>\u00a0Workshops:In the two workshops, the theoretical knowledge gained from the lectures will be applied in practice. During the two-day block course, Lecture 2 and Lecture 3 are always followed by a practical workshop. The first workshop focuses on the data collection of end-of-life processes, where the students have to analyze an industrial recycling process. The second block course focuses on the design part, where students fill out a Product Circularity Data Sheet (PCDS) and rethink the product designs that go through the previously analyzed recycling process.\u00a0<p>Feedback &amp; Discussion sessions:<\/p><p>During the three feedback sessions, the groups need to present the advancement of their works to all the others. The first session will before the discussion with experts from CELL and RepairCaf\u00e9, in order to prepare for the expert session. The second feedback session is together with experts from CELL as well as RepairCaf\u00e9. The final feedback session is before the pitching sessions, where the students will get support from an expert of the incubator about how to prepare their final pitch.<\/p>\u00a0Group Works:<p>In the first lecture, the students are divided into different groups of 3 to 4 people and have to decide on a specific product category (e.g. electronic devices, clothing, &#8230;). During the semester, the different groups have to collect information about the whole life cycle of the product group and develop new design features that increase the circularity of the product. There are several tasks to fulfill: First, they have to collect data on the end-of-life processes of the product group, which includes the RepairCaf\u00e9 in Walferdange. Then they have to analyze different life cycle possibilities of the product group before developing design features to improve circularity. Finally, they have to find a way to share their knowledge with potential customers. The results of the group work are presented in the final pitching session as well as in a small report of maximum 10 pages.<\/p><p><br><\/p>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Assessment tasks<br>Type of assessment<br>Grading scheme<br>Weight for final grade<br>Task 1<br>Attendance<br>\u00a0<br>Pass\/Fail<br>20%<br>Objectives<br>Interactive course, so attendance is mandatory important<br>\u00a0<br>Assessment rules<br>At least 80% presence need to be reached<br>\u00a0<br>Assessment criteria<br>If not at least 80% is reached, no points will be given<br>\u00a0<br>Task 2<br>Presentation<br>\u00a0<br>20 points (0-20)<br>50%<br>Objectives<br>Final group presentation in the form of a pitch<br>\u00a0<br>Assessment rules<br>Presentation should be maximum of 20 minutes<br>\u00a0<br>Assessment criteria<br>Based on presentation clarity results<br>\u00a0<br>Task 3<br>Take-home assignment<br>20 points (0-20)<br>30%<br>Objectives<br>Next to presentation, final report will be graded as well<br>\u00a0<br>Assessment rules<br>Clearly structured report maximum of 10 pages<br>\u00a0<br>Assessment criteria<br>Quality of the report<br>\u00a0                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br><br><br><\/p><br><p><br><\/p><br><p>Literature:<\/p><br>\u00a0<br>1)Ellen MacArthur Foundation:<br>-https:\/\/www.ellenmacarthurfoundation.org<br>\u00a0<br>2)RepairCafe:<br>-https:\/\/www.repaircafe.lu\/\u00a0\u00a0<br>-https:\/\/www.repairmonitor.org\/<br>\u00a0<br>3)PCDS:<br>-https:\/\/terramatters.net\/fr\/a-propos<br>\u00a0<br>4)Scientific Papers:<br>-https:\/\/www.mdpi.com\/2313-4321\/8\/6\/89\u00a0\u00a0<br>-https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0959652622048612<br>\u00a0<br>5)Legislation:<br>&#8211; https:\/\/commission.europa.eu\/strategy-and-policy\/priorities-2019-2024\/european-green-deal_en\u00a0<br>&#8211; https:\/\/commission.europa.eu\/energy-climate-change-environment\/standards-tools-and-labels\/products-labelling-rules-and-requirements\/sustainable-products\/ecodesign-sustainable-products-regulation_en\u00a0<br>&#8211; https:\/\/environment.ec.europa.eu\/topics\/circular-economy\/green-claims_en\u00a0<br>&#8211; https:\/\/environment.ec.europa.eu\/topics\/waste-and-recycling\/packaging-waste_en\u00a0<br>&#8211;\u00a0https:\/\/www.iso.org\/committee\/7203984.html                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e119699\"\n        >\n            <span class=\"accordion__title\">\n                Integrated management systems                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-57                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e119699\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Integrated management systems<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-57<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Learn contents of management systems and to act as an auditee in (certif.) audits.<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Can act as an auditee in (certif.) audits; knows, what it is all about IMS in meetings.<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Chapters of management system standards, processes and procedures, background.<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Written exam &#8211; 100%                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>-Quality Management e-learning Deutsch\/English, WEKA-Verlag<br>-Tilo Pfeifer \/ Robert Schmitt (Hrsg): Masing Handbuch Qualit\u00e4tsmanagement, Hanser-Verlag, 16. Ausgabe 2021<br>-Tilo Pfeifer: Production Metrology, De Gruyter 2002<br>-The EFQM Model 2020, www.EFQM.org , free Download<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196a5\"\n        >\n            <span class=\"accordion__title\">\n                Scientific writing and presentation skills                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-61                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196a5\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Scientific writing and presentation skills<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-61<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            <p>This course aims to give students the background and confidence to write effective scientific reports.<\/p><br><p>The students will learn the fundamentals of effective scientific and professional writing. Presentation skills, verbal and non-verbal communication as well as specific documents such as the executive summaries will be covered.\u00a0\u00a0<\/p><br><br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        At the end of the course the student should be able to express ideas in a clear, coherent and concise written form, gain control over nonverbal language during an oral presentation and interact with the audience. \u00a0<br><br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Presentation skills. Scientific writing skills.\u00a0<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Task 1: take-home assignement (33.3%)<br><\/p><br><ul><br><li>Objective: Deliver all assignments or homeworks<\/li><br><li>Criteria: Apply the rules for concise, coherent and positive writing<\/li><br><\/ul><br><p>\u00a0<\/p><br><p>\u00a0<\/p><br><p><br>Task 2: take-home assignement (33.3%)<br><\/p><br><ul><br><li>Objective: Perform a 7 minute oral presentation<\/li><br><li>Criteria: Apply the rules for eye contact, intonation, presentation layout and body language<\/li><br><li>Assessment rules: The text will be graded according to the criteria defined in the sessions<\/li><br><\/ul><br><p>\u00a0<\/p><br><p>\u00a0<\/p><br><p><br>Task 3: take-home assignement (33.3%)<br><\/p><br><ul><br><li>Objective: Write a report<\/li><br><li>Criteria: Apply the rules for coherence, clarity and technical content<\/li><br><li>Assessment rules: The text will be graded according to the criteria defined in the sessions<\/li><br><\/ul><br><p>\u00a0<\/p><br><p><br>Mandatory attendance<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature and resources<br><\/p><br><p>All literature and resources are given during the sessions in form of a script.<\/p>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196b0\"\n        >\n            <span class=\"accordion__title\">\n                Mandatory 10 weeks industrial internship                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            0                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-64                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196b0\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Mandatory 10 weeks industrial internship<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 0<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-64<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.1 COMMON CORE<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> <\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> Yes<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                \n                \n                \n                \n                \n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196bb\"\n        >\n            <span class=\"accordion__title\">\n                 Sensors &amp; signal processing [old]                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-46                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196bb\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span>  Sensors &amp; signal processing [old]<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-46<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Understand the basic metrology, sensor concepts and signal processing methods in the context of engineering.<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Gain a basic understanding of sensor and signal processing concepts.<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Basic SI units, electrical circuits, linear time-invariant systems, Fourier analysis, analog and digital sensor data acquisition, introduction to fundamental sensor types.                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\u00a0<\/p><br><p><br>Task 1 &#8211; Active participation 10%<br><\/p><br><ul><br><li><br>Objectives: Encouraging students in class activities to improve their thinking skills and introduce new concepts to their peers.<\/li><br><li><br>Assessment criteria:\u00a0Student performance and participation in the classroom<br><\/li><br><\/ul><br><p>\u00a0<\/p><br><p><br>Task 2 &#8211; Take-home assignment 40%<br><\/p><br><ul><br><li><br>Objectives: Examination of students&#8217; skills and understanding of the material taught in class.<\/li><br><li><br>Assessment rules: The assignments must be completed and submitted by the deadline.\u00a0<\/li><br><li><br>Assessment criteria: The evaluation depends on understanding of the subject and the concept, the final results, mathematical approach, etc.<\/li><br><\/ul><br><p>\u00a0<\/p><br><p><br>Task 3 &#8211; Written exam\u00a050%<br><\/p><br><ul><br><li><br>Objectives: Test the knowledge, skills, and aptitude acquired by the students.<\/li><br><li><br>Assessment rules: In-class test of various types of questions, 1.5-hour duration.\u00a0<\/li><br><li><br>Assessment criteria: The mathematical approach, presentation and the final answer.<br><\/li><br><\/ul>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature list<br><\/p>Optional:<br>Jacob Fraden, Handbook of Modern Sensors: Physics, Designs, and<br>Applications, Springer 2010, ISBN: 978-1441964656\u00a0<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196c7\"\n        >\n            <span class=\"accordion__title\">\n                Electrical Energy Production Transportation and Distribution                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-44                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196c7\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Electrical Energy Production Transportation and Distribution<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-44<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            1. Knowing the different sources of energy contributing to the production of the electrical energy<br>2. Knowing the different solutions to network the power units together and with the consumer<br>3. Knowing the electrical and the mechanical conversion possibilities for the distribution of the electrical energy<br>4. Understanding the electrical power flow management between the power units together as well as with the consumer<br>5. Knowing the electrical power quality norms<br>6. Knowing the power losses generation and its relative cost in the energy systems for a sustainable<br>and rational use of the electrical energy<br>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        The student will acquire a global knowledge about the production, transportation, distribution and conversion of the electrical energy, as well as its transformation into\/from the mechanical energy.<br>The sustainable rational use of the electrical energy as well as the electrical energy management, are also covered.<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>1. Production of the electrical energy<br><\/p> The energy sources (fossil fuels, nuclear, renewable)<br> The generation of the electrical energy<br><p>2. Transportation of the electrical energy<br><\/p> Electrical power transmission<br> Power quality norms<br> Low to high DC and AC voltage grids<br> Coupling of voltage supplies<br><p>3. Conversion and distribution of the electrical energy<br><\/p> Modern distribution systems<br> Transformation of the electrical energy<br><p>4. Sustainable and rational use of the electrical energy<br><\/p> Power losses<br> Costs of the energy systems                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Written exam (100%)<br><\/p><br><p><br>Objectives:<br><\/p><br><p>1.To be able to define the fundamental electrical devices used for the production, transformation, transport and distribution of electrical energy<br>2.To be able to explain the operation of the electrical devices<br>3.To be able to calculate relevant values of electrical circuits made of passive components<\/p><br><p>\u00a0<\/p><br><p><br>Assessment rules:<br><\/p><br><p><br>Based on application exercises (theory, formal calculation simulation) and their correction during the lecture, the student must be able to answer questions and solve similar problems on his\/her own.<\/p><br><p>\u00a0<\/p><br><p><br>Assessment criteria:<br><\/p><br><p><br>Quality of the answers consisting in a correct communication language (English), the detailed methodology and the calculation results.<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Available at the University library or on internet:<br>[1] http:\/\/en.wikipedia.org\/wiki\/Electric_power<br>[2] James Northcote-Green, Robert Wilson, \u201cControl and Automation of Electrical Power Distribution<br>Systems\u201d, Taylor Francis 2007, ISBN 0-8247-2631-6<br>[3] Peter Zacharias, \u201cUse of Electronic-Based Power Conversion for Distributed and Renewable<br>Energy Sources\u201d, ISET 2008<br>[4] Adolf J. Schwab, \u201cElektroenergiesysteme \u2013 Erzeugung, Transport, \u00dcbertragung und Verteilung<br>elektrischer Energie\u201c, Springer 2008, ISBN 3-540-29664-6<br>[5] H.J. Haubrich, G. Henneberger, H.C. Skudelny, M\u00fcller-Hellmann, \u201cElektrische Energie aus<br>regenerativen Quellen\u201c, Vorlesung der RWTH Aachen 1994<br>[6] Andreas Wagner, \u201cPhotovoltaik Engineering \u2013 Handbuch f\u00fcr Planung, Entwicklung und<br>Anwendung\u201c, Springer 2006, ISBN 3-540-30732-X<br>[7] Mark Hankins, \u201cStand-alone Solar Electric Systems\u201c, Earthscan 2010, ISBN 978-1-84407-713-7<br>[8] Michael Fette, Rolf Schwarze, J\u00fcrgen Vo\u00df, \u201cEnergieversorgung der Zukunft\u201c, VDE Verlag 1996,<br>ISBN 3-8007-2174-0<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196d2\"\n        >\n            <span class=\"accordion__title\">\n                Energetics of the blast furnace\/Paul Wurth                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            3                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MEEE-5                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196d2\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Energetics of the blast furnace\/Paul Wurth<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 3<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MEEE-5<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.2 MECHANICS<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            <p><br>Introduction of industrial processes to the students in order to bridge the theory of the study and the industrial application. Technical, environmental and economical aspects are discussed and the interrelationship shall become obvious.<br><\/p>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Understanding of overall iron making procedure and how to reduce its CO2 emissions                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\u00a0<\/p>The Blast Furnace Process:<ul><li>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0History and description of the Blast Furnace<\/li><\/ul><ul><li>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0The Blast Furnace Process:-\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Reduction Equations-\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Thermal and mass balance<\/li><\/ul><ul><li>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Auxiliary plants (Hot Stoves, Sinter Plant, Pulverized Coal Injection Plant, Slag treatment, etc.)\u00a0Technical Improvements to the Blast Furnace Process with economical and environmental impacts:<\/li><\/ul><ul><li>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Top Gas Recovery Turbine<\/li><\/ul><ul><li>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Heat recovery system at the Hot Stoves.\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Digitalization.\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Technologies for CO2 emissions reduction-\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Reducing gas generation-\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 CO2 capture<\/li><\/ul><p>\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>T<br><\/p><br>The students need to accomplish a project. The project presentation and final report will<br>be considered for the assessment. There are also assignment, which should be submitted in written form.<br><p>Take-home assignment -5% of Final Grade<\/p><br><p><br>\u00a0 Written exam &#8211; 75 %\u00a0of Final Grade<br><\/p><br>Group work &#8211; 20% of Final Grade<br>\u00a0<br><p>\u00a0<\/p><br><p>\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>The students need to accomplish a project. The project presentation and final report\u00a0would be considered for the assessment. There are also assignment, which should be submitted in written form.<\/p><br>The presentations are shared with the students                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196dd\"\n        >\n            <span class=\"accordion__title\">\n                Artificial Intelligence                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            5                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-54                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196dd\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Artificial Intelligence<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 5<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-54<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            <ul><br><li>Acquire general knowledge on the objectives and application domains of Artificial Intelligence, the underlying principles behind learning models, decision systems, and problem solving tools.<br><\/li><br><\/ul><br><ul><br><li>Understand the purpose and role of Artificial Intelligence in real life today.<br><\/li><br><\/ul><br><ul><br><li>Compare and contrast various Artificial Intelligence tools and techniques, ranging from search algorithms to deep learning.<br><\/li><br><\/ul><br><ul><br><li>Choose the right tool to solve a given task.<br><\/li><br><\/ul><br><ul><br><li>Evaluate the performance of the applied algorithms and the constructed models based on reliable measures and metrics.<\/li><br><\/ul>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        After attending this class, the students can describe and explain the principles behind the main Artificial Intelligence techniques, tools, models and algorithms.\u00a0<br>The students understand the hypotheses and assumptions behind each technique and can reasonably predict the consequences of these assumptions.\u00a0<br>The students are capable of choosing the right tool for the job to solve a given problem.<br>Having chosen the optimal Artificial Intelligence technique, the students can use it to the model the problem efficiently. The students can then implement the model using their preferred programming language, tool, or software.<br>The students can prepare and pre-process the data related to the problem. The students can identify existing biases and know how to avoid and\/or remove them. The students can act correctly to handle missing and\/or corrupted data. The students understand the importance of data, and of correct and efficient data gathering techniques.<br>The students can correctly evaluate the performance of the model using several metrics depending on the task and problem. The students can compare the performance to that of other models. The students can verify if their underlying assumptions are correct. The students are capable of reviewing the effectiveness of the chosen technique and identifying potential improvements.<br>The students can present the chosen solution, the obtained model, the performance evaluation, and the identified improvements in a precise and concise fashion.<br><br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        The course includes the following topics:<br>1. General introduction to Artificial Intelligence<br>2. Problem resolution, search algorithms<br>3. Games, alpha-beta pruning<br>4. Meta-heuristics, genetic algorithms, swarm algorithms<br>5. Constraint programming<br>6. Markov Decision Processes, reinforcement learning<br>7. Learning models for regression, classification, clustering<br>8. Evaluating the performance of a learning model<br>9. Decision trees, forests<br>10. Artificial neural networks<br>11. Unsupervised learning, k-Nearest neighbors, self-organizing maps, growing neural gas<br>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Pass Criteria:<br><ul><br><li>Student exceeds expectations (excellent) = 20 \u2013 18 points<br><\/li><br><\/ul><br><ul><br><li>Student accomplished task fully as expected = 17.9 \u2013 15 points\u00a0<br><\/li><br><\/ul><br><ul><br><li>Student shows basic understanding and accomplished task as expected = 14.9 \u2013 12 points<br><\/li><br><\/ul><br><ul><br><li>Students shows basic understanding and can execute the task sufficiently with some flaws = 11.9 \u2013 10 points<\/li><br><\/ul><br>\u00a0<br>Fail Criteria:<br><ul><br><li>Performance is below standard\/expectations but student shows some basic knowledge = 9.9 \u2013 8 points<\/li><br><\/ul><br><ul><br><li>Performance is below standard\/expectations, no basic knowledge of topic\/procedure = 7.9 \u2013 0 points<\/li><br><\/ul><br><p>\u00a0<\/p><br>\u00a0<br><p><br>Task 1:\u00a0<br>Oral Presentation Resulting from a Group Project\u00a0(70%)<\/p><br><ul><br><li>The students will be divided into groups and will choose one project from a selection. Each project will involve studying a real-world problem and applying the Artificial Intelligence techniques discussed in class in order to solve it. The objective is to gain hands-on experience facing these problems and using these techniques, and to simulate real-world usage of Artificial Intelligence.<\/li><br><\/ul><br><ul><br><li>Each group will present the results of the project in a short 5\/10-minute start-up pitch-like presentation. The focus of the presentation should be on the design choices made, the assumptions and hypotheses of the solution, the parameter choice and value optimisation, the analysis of the results, the evaluation of solution performance, and the limitations and future improvements envisaged.<\/li><br><\/ul><br><ul><br><li>The projects will be assessed using peer-review: each group will evaluate two other projects, different than theirs. This is to get exposures on at least three different problems and solutions. The course coordinator will also participate in the evaluation, and the mark will be the weighted average between the groups and the coordinator. To aid with the peer-evaluation process, the students will receive an evaluation grid along with the project descriptions.<\/li><br><\/ul><br>\u00a0<br>Task 2: Take-home assignments (30%)<br>The course includes continuous assessment in the form of graded Tutorial exercises.<br>\u00a0<br><p>\u00a0<\/p><br><p>\u00a0<\/p><br><p>\u00a0<\/p><br><p>\u00a0<\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>Literature:<\/p><br>Script, recommended literature in library of UL, exercises, TD, lab sessions<br><br>Bishop, C. M. (2006). Pattern recognition and machine learning. springer.<br><br>Mitchell, T. M. (1997). Machine learning. 1997. McGraw Hill<br><br>Russell, S. J., Norvig, P. (2016). Artificial intelligence: a modern approach. Pearson Education Limited,.<br><br>Sutton, R.S., Barto, A.G. (1998). Reinforcement Learning: An Introduction. Cambridge: The MIT Press. (https:\/\/muse.jhu.edu\/book\/60836)<br><br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196e9\"\n        >\n            <span class=\"accordion__title\">\n                Artificial Intelligence                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            5                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSPC-21                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196e9\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Artificial Intelligence<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 5<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSPC-21<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            Acquire general knowledge on the objectives and application domains of Artificial Intelligence, the underlying principles behind learning models, decision systems, and problem solving tools.\u00a0<br>Understand the purpose and role of Artificial Intelligence in real life today.\u00a0<br>Compare and contrast various Artificial Intelligence tools and techniques, ranging from search algorithms to deep learning.\u00a0<br>Choose the right tool to solve a given task.\u00a0<br>Evaluate the performance of the applied algorithms and the constructed models based on reliable measures and metrics.\u00a0                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        After attending this class, the students can describe and explain the principles behind the main Artificial Intelligence techniques, tools, models and algorithms. The students understand the hypotheses and assumptions behind each technique and can reasonably predict the consequences of these assumptions. The students are capable of choosing the right tool for the job to solve a given problem.\u00a0<br>Having chosen the optimal Artificial Intelligence technique, the students can use it to the model the problem efficiently. The students can then implement the model using their preferred programming language, tool, or software.\u00a0 \u00a0<br>The students can prepare and pre-process the data related to the problem. The students can identify existing biases and know how to avoid and\/or remove them. The students can act correctly to handle missing and\/or corrupted data. The students understand the importance of data, and of correct and efficient data gathering techniques.\u00a0<br>The students can correctly evaluate the performance of the model using several metrics depending on the task and problem. The students can compare the performance to that of other models. The students can verify if their underlying assumptions are correct. The students are capable of reviewing the effectiveness of the chosen technique and identifying potential improvements.\u00a0<br>The students can present the chosen solution, the obtained model, the performance evaluation, and the identified improvements in a precise and concise fashion.\u00a0                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>The course includes the following topics:\u00a0<\/p><ol><li>General introduction to Aritificial Intelligence\u00a0<\/li><li>Problem resolution, search algorithms,\u00a0<\/li><li>Games, alpha-beta pruning\u00a0<\/li><li>Meta-heuristics, genetic algorithms, swarm algorithms\u00a0<\/li><li>Constraint programming\u00a0<\/li><li>Markov Decision Processes, reinforcement learning\u00a0<\/li><li>Learning models for regression, classification, clustering\u00a0<\/li><li>Evaluating the performance of a learning model\u00a0<\/li><li>Decision trees, forests\u00a0<\/li><li>Artificial neural networks\u00a0<\/li><li>Unsupervised learning, k-Nearest neighbours, self-organising maps, growing neural gas\u00a0<br><\/li><\/ol>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Pass Criteria:<br><\/p><br><ul><br><li>Student exceeds expectations (excellent) = 20 \u2013 18 points<\/li><br><li>Student accomplished task fully as expected = 17.9 \u2013 15 points\u00a0<\/li><br><li>Student shows basic understanding and accomplished task as expected = 14.9 \u2013 12 points<\/li><br><li>Students shows basic understanding and can execute the task sufficiently with some flaws = 11.9 \u2013 10 points<\/li><br><\/ul><br><p>\u00a0<\/p><br><p><br>Fail Criteria:<br><\/p><br><ul><br><li>Performance is below standard\/expectations but student shows some basic knowledge = 9.9 \u2013 8 points<\/li><br><li>Performance is below standard\/expectations, no basic knowledge of topic\/procedure = 7.9 \u2013 0 points<\/li><br><\/ul><br><p>\u00a0<\/p><br><p><br>Task 1:\u00a0 Oral Presentation Resulting from a Group Project (70%)<br><\/p><br><ul><br><li>The students will be divided into groups and will choose one project from a selection. Each project will involve studying a real-world problem and applying the Artificial Intelligence techniques discussed in class in order to solve it. The objective is to gain hands-on experience facing these problems and using these techniques, and to simulate real-world usage of Artificial Intelligence.<\/li><br><\/ul><br><ul><br><li>Each group will present the results of the project in a short 5\/10-minute start-up pitch-like presentation. The focus of the presentation should be on the design choices made, the assumptions and hypotheses of the solution, the parameter choice and value optimisation, the analysis of the results, the evaluation of solution performance, and the limitations and future improvements envisaged.<\/li><br><\/ul><br><ul><br><li>The projects will be assessed using peer-review: each group will evaluate two other projects, different than theirs. This is to get exposures on at least three different problems and solutions. The course coordinator will also participate in the evaluation, and the mark will be the weighted average between the groups and the coordinator. To aid with the peer-evaluation process, the students will receive an evaluation grid along with the project descriptions.<\/li><br><\/ul><br><p>\u00a0<\/p><br><p><br>Task 2: Take-home assignments (30%)<br><br><br><\/p><br><p>The course includes continuous assessment in the form of graded Tutorial exercises.<br><\/p>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        Literature:<br>Script, recommended literature in library of UL, exercises, TD, lab sessions<br>Bishop, C. M. (2006). Pattern recognition and machine learning. springer.<br>Mitchell, T. M. (1997). Machine learning. 1997. McGraw Hill<br>Russell, S. J., Norvig, P. (2016). Artificial intelligence: a modern approach. Pearson Education Limited,.<br>Sutton, R.S., Barto, A.G. (1998). Reinforcement Learning: An Introduction. Cambridge: The MIT Press. (https:\/\/muse.jhu.edu\/book\/60836)                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>            \n<div class=\"accordion__item\">\n    <h4 class=\"accordion__header\">\n        <button\n                type=\"button\"\n                class=\"accordion__button collapsed\"\n                aria-expanded=\"false\"\n                data-bs-toggle=\"collapse\"\n                data-bs-target=\"#accordion-panel-69ec72e1196f4\"\n        >\n            <span class=\"accordion__title\">\n                Estimation approaches in advanced engineering systems                <span class=\"accordion__data\">\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">ECTS credits:<\/span>\n                        <span class=\"accordion__data__value\">\n                            4                        <\/span>\n                    <\/span>\n                    <span class=\"accordion__data__item\">\n                        <span class=\"accordion__data__name\">Course code:<\/span>\n                        <span class=\"accordion__data__value\">\n                            MSP-60                        <\/span>\n                    <\/span>\n                <\/span>\n            <\/span>\n            <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-down icon--lg\"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-down\"><\/use><\/svg>        <\/button>\n    <\/h4>\n\n    <div id=\"accordion-panel-69ec72e1196f4\" class=\"accordion__collapse collapse\" data-bs-parent=\"#accordion-module-69ec72e119655\">\n        <div class=\"accordion__body p-0\">\n            <ul class=\"list-highlighted\">\n                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Details<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <ul>\n                            <li><span class=\"text-dark font-heading font-bold\">Course title:<\/span> Estimation approaches in advanced engineering systems<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Number of ECTS:<\/span> 4<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Course code:<\/span> MSP-60<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Module(s):<\/span> 3.3 ELECTRICAL AND COMPUTER ENGINEERING (ECE)<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Language:<\/span> EN<\/li>\n                            <li><span class=\"text-dark font-heading font-bold\">Mandatory:<\/span> No<\/li>\n                        <\/ul>\n                    <\/div>\n                <\/li>\n\n                <!--<li class=\"list-highlighted__item items-start\">-->\n                <!--    <header class=\"list-highlighted__header\">-->\n                <!--        <h5 class=\"text-18\"><strong>--><!--<\/strong><\/h5>-->\n                <!--    <\/header>-->\n                <!--    <div class=\"list-highlighted__body\">-->\n                <!--        <div class=\"speaker-group\">-->\n                <!--            -->                <!--        <\/div>-->\n                <!--    <\/div>-->\n                <!--<\/li>-->\n\n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Objectives<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>\n                            <p>Conventional and unconventional approaches for the control and observation of engineering systems with different applications in energy, medicine, industry, robotics, etc.<\/p>                        <\/p>\n                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Course learning outcomes<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        At the end of this course the student is able to:<br> Analyze and develop different types of models: white box, black box and hybrid models<br> Develop internal representation and knowing its advantage compared to the external representation<br> Analyze the controllability and observability of systems.<br> Develop an estimator based on physical equations describing the studied system.<br> Develop an estimator by signal approach<br> Process and analyze the data to develop an intelligent, linear and non-linear estimators and classifiers.<br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Description<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p>1.\u00a0Introduction<\/p><p>1.1. System concept<br>1.2. Modelling concepts (black box, white box and gray box\u00a0 models, usefulness of the model for controlling and for observation)<br>1.3. Measurement and observation concepts<\/p><p>\u00a0<\/p><p>2. Deterministic Parameter Estimation<\/p><p>2.1\u00a0 \u00a0 Recursive Least Squares<br>2.2\u00a0 \u00a0 Properties of RLS<\/p><p>\u00a0<\/p><p>3. State Space representation<\/p><p>3.1. Open loop and closed loop concepts<br>3.2\u00a0 \u00a0 Reminder on the Transfer Function<br>3.3. General principle of State Space representation<br>3.4. From Transfer Function to State Space representation<br>3.5. From State Space representation to transfer function<\/p><p>\u00a0<\/p><p>4. Observability and Controllability of a system<\/p><p>4.1. Definition<br>4.2. Kalman criteria\u00a0<br>4.3. System controllability and observability studies<\/p><p>\u00a0<\/p><p>5. Conventional estimation approach<\/p><p>5.1. Principle of observation<br>5.2. Condition of existence of an observer<br>5.3. Construction of a state observer: Luenberger observer<\/p><p>\u00a0<\/p><p>6. Bayesian Approach<\/p><p>6.1. Primer on Multivariate Random Processes<br>6.2. State space modelling of random processes<br>6.3.\u00a0 \u00a0The Kalman filter<\/p><p>\u00a0<\/p><p>7.\u00a0 \u00a0 \u00a0Applications of AI<\/p><p>7.1. Primer on Learning methods<br>7.2. Linear and Non-linear Regression<br>7.3.\u00a0 \u00a0Clustering and Classification\u00a0<br>7.4.\u00a0 \u00a0Design Methodologies<br>7.5\u00a0 \u00a0 Examples<br><\/p>                    <\/div>\n                <\/li>\n                \n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Assessment<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Active participation (10%)<br><\/p><br><ul><br><li>Objectives: Encouraging students in class activities to improve their thinking skills and introduce new concepts to their peers.<\/li><br><li>Assessment criteria: Student performance and participation in the classroom<\/li><br><\/ul><br><br><br>Take-home assignment (40%)<br><br><br><ul><br><li>Objectives: Examination of students&#8217; skills and understanding of the material taught in class.<\/li><br><li>Assessment rules: The assignments must be completed and submitted by the deadline.<\/li><br><li>Assessment criteria: The evaluation depends on understanding of the subject and the concept, the final results, mathematical approach, etc.<\/li><br><\/ul><br><br><br>Written exam ( 50%)<br><br><br><ul><br><li>Objectives: Test the knowledge, skills, and aptitude acquired by the students.<\/li><br><li>Assessment rules: In-class test of various types of questions, 2-hour duration. To pass the course the student needs to score at least 50% in the final exam.<\/li><br><li>Assessment criteria: You must have a 10\/20 to validate the course.<\/li><br><\/ul><br><br>                    <\/div>\n                <\/li>\n                \n                                <li class=\"list-highlighted__item items-start\">\n                    <header class=\"list-highlighted__header\">\n                        <h5 class=\"text-18\"><strong>Note<\/strong><\/h5>\n                    <\/header>\n                    <div class=\"list-highlighted__body\">\n                        <p><br>Literature resources<br><\/p>Lecture slides<br>Own written notes from lectures<br><br>Optional<br>1.Modern control Engineering Ogata, Prentice Hall\u00a0<br>2.Automatic Control Systems B.C Kuo , John Wiley and Sons<br>3.Adaptive Filter Theory, Simon Haykin, Prentice Hall<br>                    <\/div>\n                <\/li>\n                \n            <\/ul>\n        <\/div>\n    <\/div>\n<\/div>    <\/div><\/div><\/section>\n<section\n    id=\"tabpanel-b54c664e-fb7f-46c5-a384-32aff4cbc939\"\n    aria-labelledby=\"tab-b54c664e-fb7f-46c5-a384-32aff4cbc939\"\n    class=\"tab-panel fade hidden is-hidden\"\n>\n    <div class=\"wp-block-unilux-blocks-course-offer\">\n    <p>\n        Semester information is not available.    <\/p>\n<\/div>\n<\/section>\n<\/div>\n<\/div><\/section>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>The Master in Sustainable Product Creation provides engineering students with a comprehensive understanding of the product creation process. It focuses on sustainable products and lays foundations on topics such as:<\/p>\n<p>&#8211; Mechanical engineering<br \/>\n&#8211; Mechatronics<br \/>\n&#8211; Lean and sustainable use of resources<br \/>\n&#8211; Electrical engineering<br \/>\n&#8211; Computer networking<br \/>\n&#8211; Internet of things (IoT).<\/p>\n","protected":false},"author":275,"featured_media":1270,"parent":1271,"menu_order":0,"template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"Master in Sustainable Product Creation","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"study_program_identifiers":"MAACASCENG__F1_MA_SCENG_2__F1_MA_ScEng_2","override_seo_title":false},"type-of-studies":[],"teaching-languages":[],"field-of-interest":[],"organisation":[],"authorship":[275,106],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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