{"id":6196,"date":"2024-04-22T08:55:57","date_gmt":"2024-04-22T06:55:57","guid":{"rendered":"https:\/\/www.uni.lu\/snt-en\/?post_type=research-projects&#038;p=6196"},"modified":"2025-07-29T14:23:03","modified_gmt":"2025-07-29T12:23:03","slug":"delphi","status":"publish","type":"research-projects","link":"https:\/\/www.uni.lu\/snt-en\/research-projects\/delphi\/","title":{"rendered":"Data-driven Electricity Load Prediction for Households and Small Industries (DELPHI)"},"content":{"rendered":"\n\n\n<div class=\"wp-block-unilux-blocks-research-project-about  section\"><div class=\"container xl:max-w-screen-xl\"><div class=\"flex flex-wrap -mx-16\"><div class=\"flex-1 px-16\">\n<h2 class=\"content-card__title has-text-align-left wp-block-unilux-blocks-heading\"    >\nAbout<\/h2>\n\n\n<\/div><\/div><\/div><\/div>\n\n\n\n\n<section class=\"section  wp-block-unilux-blocks-research-project-people\">\n    <!-- section : content top-->\n    <div class=\"container xl:max-w-screen-xl\">\n        <div class=\"flex flex-wrap -mx-16\">\n            <div class=\"flex-1 px-16\">\n                <h2>\n                    Project team                <\/h2>\n                <ul class=\"flex flex-wrap -mx-16 wp-block-unilux-blocks-people-item-wrapper\">\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMzg1MTZfX0dpbGJlcnQgRlJJREdFTg==\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Gilbert FRIDGEN<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                href=\"https:\/\/www.uni.lu\/snt-en\/blog\/people\/gilbert-fridgen\/\"\n                                                class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/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-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                    \n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Thomas Ernsdorf<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                    \n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNDAwOTRfX0pvYXF1aW4gREVMR0FETyBGRVJOQU5ERVo=\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Joaquin DELGADO FERNANDEZ<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                    href=\"https:\/\/www.uni.lu\/snt-en\/blog\/people\/joaquin-delgado-fernandez\/\"\n                                                    class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                    target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/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-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNDE1NDVfX1NlcmdpbyBQT1RFTkNJQU5PIE1FTkNJ\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Sergio POTENCIANO MENCI<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                    href=\"https:\/\/www.uni.lu\/snt-en\/blog\/people\/sergio-potenciano-menci\/\"\n                                                    class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                    target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/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-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__visual\">\n                                        <figure class=\"wp-block-dev4-reusable-blocks-image w-full object-fit--cover\">\n                                            <img\n                                                decoding=\"async\"\n                                                class=\"wp-block-image unilux-custom-image-block\"\n                                                src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwNzUxNjJfX1F1b2MgVmlldCBOR1VZRU4=\"\n                                                style=\"object-position: 50.00% 50.00%; aspect-ratio: 1\/1; object-fit: cover; width: 100%;\" loading=\"lazy\"\n                                                alt=\"\"\n                                            >\n                                        <\/figure>\n                                    <\/div>\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Quoc Viet NGUYEN<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\"><\/p>                                        <div class=\"wp-block-unilux-blocks-simple-cta\">\n                                            <a\n                                                    href=\"https:\/\/www.uni.lu\/snt-en\/blog\/people\/quoc-viet-nguyen\/\"\n                                                    class=\"link-text link-text--icon list-people__link link-text link-absolute\"\n                                                    target=\"_blank\"\n                                            >\n                                                <span class=\"link-text__body\">\n                                                    <span class=\"link-text__name\">View profile<\/span>                                                <\/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-right\" \/>\n                                                <\/svg>\n                                            <\/a>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                    \n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Silvana Belegu<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Student assistant<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Hans-Peter Schmitz<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">J\u00fcrgen Konter<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Holger Baten<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Paul Schmitz<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Thomas Kessels<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Alessio Magitteri<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Kim Schauss<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Alessio Magitteri<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Enovos<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                            <li class=\"w-full md:w-1\/2 p-16 wp-block-unilux-blocks-people-list-item\">\n                            <div class=\"list-people bg-theme wp-block-unilux-blocks-people-item\">\n                                <div class=\"wp-block-unilux-blocks-wrapper list-people__container\">\n                                    <div class=\"wp-block-unilux-blocks-wrapper list-people__body\">\n                                        <h3 class=\"list-people__title has-text-align-left wp-block-unilux-blocks-heading\">Benoit Fautsch<\/h3>                                        <p class=\"list-people__description wp-block-unilux-blocks-plain-text\">Encevo<\/p>                                    <\/div>\n                                <\/div>\n                            <\/div>\n                        <\/li>\n                                    <\/ul>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"section  wp-block-unilux-blocks-research-project-keywords py-0\">\n    <!-- section : content top-->\n    <div class=\"container xl:max-w-screen-xl\">\n        <div class=\"flex flex-wrap -mx-16\">\n            <div class=\"flex-1 px-16\">\n                <h2>\n                    Keywords                <\/h2>\n                <ul>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Artificial Intelligence<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Load forecasting<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Large-scale models<\/span>\n                        <\/li>\n                                            <li>\n                            <span class=\"research-project-keywords__text font-medium text-dark\">Digitalisation<\/span>\n                        <\/li>\n                                    <\/ul>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section class=\"py-0 wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><div class=\"wp-block-unilux-blocks-spacer is-spacer-size-md\"><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Electricity consumption forecasting is a crucial aspect of the energy sector. Currently, this is done using standardized load profiles and aggregated data. However, these traditional methods can lead to inaccuracies that can result in significant economic costs for energy suppliers. The use of smart residential meters in Luxembourg can help solve this problem by enabling more accurate forecasts through bottom-up forecasting.<\/p>\n","protected":false},"author":44,"featured_media":6198,"parent":0,"menu_order":0,"template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","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,"rpp_rp_identifier":"6194","rpp_taxonomies_in_sync":true},"research-project-status":[272],"research-project-type":[263],"field-of-interest":[281,284,287],"organisation":[190,184],"authorship":[44],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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