{"id":18393,"date":"2024-03-16T14:37:38","date_gmt":"2024-03-16T13:37:38","guid":{"rendered":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/?p=18393"},"modified":"2026-07-24T12:31:18","modified_gmt":"2026-07-24T10:31:18","slug":"projet-anr-mfc_deploy","status":"publish","type":"post","link":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/?p=18393","title":{"rendered":"Projet ANR MFC_DEPLOY"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"18393\" class=\"elementor elementor-18393\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f2bf747 e-flex e-con-boxed e-con e-parent\" data-id=\"f2bf747\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a4fcd58 e-con-full e-flex e-con e-child\" data-id=\"a4fcd58\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2f54802 e-con-full e-flex e-con e-child\" data-id=\"2f54802\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e239bbd e-con-full e-flex e-con e-child\" data-id=\"e239bbd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33791ae elementor-widget elementor-widget-image\" data-id=\"33791ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"350\" height=\"350\" src=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/picto_PAD.png\" class=\"attachment-large size-large wp-image-7148\" alt=\"\" srcset=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/picto_PAD.png 350w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/picto_PAD-300x300.png 300w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/picto_PAD-150x150.png 150w\" sizes=\"(max-width: 350px) 100vw, 350px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e019846 e-con-full e-flex e-con e-child\" data-id=\"e019846\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39be42f elementor-widget elementor-widget-heading\" data-id=\"39be42f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Coordinatrice<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dee05f2 elementor-widget elementor-widget-image\" data-id=\"dee05f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"420\" height=\"420\" src=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/Catherine-CADET-GIPSA.png\" class=\"attachment-large size-large wp-image-8479\" alt=\"\" srcset=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/Catherine-CADET-GIPSA.png 420w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/Catherine-CADET-GIPSA-300x300.png 300w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2025\/12\/Catherine-CADET-GIPSA-150x150.png 150w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4abf77 elementor-widget elementor-widget-heading\" data-id=\"c4abf77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Catherine CADET<\/h3>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4d89e69 e-con-full e-flex e-con e-child\" data-id=\"4d89e69\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3e1e93 elementor-widget elementor-widget-heading\" data-id=\"f3e1e93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Mots-cl\u00e9s<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3c0020 elementor-widget elementor-widget-text-editor\" data-id=\"a3c0020\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>d\u00e9cision post-pronostique, maintenance pr\u00e9dictive, fiabilit\u00e9 des syst\u00e8mes \u00e9nerg\u00e9tiques, optimisation multi-crit\u00e8res, gestion du cycle de vie des syst\u00e8mes, aide \u00e0 la d\u00e9cision sous incertitude, syst\u00e8mes \u00e9nerg\u00e9tiques durables, analyse de donn\u00e9es industrielles<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2686411 e-con-full e-flex e-con e-child\" data-id=\"2686411\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d55bf0 elementor-widget elementor-widget-heading\" data-id=\"3d55bf0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">MFC_DEPLOY : Prise de d\u00e9cision post-pr\u00e9visionnelle pour le d\u00e9ploiement de piles \u00e0 combustible \u00e0 empilements multiples<\/h1>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c3749fa e-grid e-con-full e-con e-child\" data-id=\"c3749fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-77dc78d e-con-full e-flex e-con e-child\" data-id=\"77dc78d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-352346e elementor-widget elementor-widget-heading\" data-id=\"352346e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Financement<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54a2da0 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"54a2da0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/anr.fr\/Project-ANR-23-CE05-0006\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-building\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M128 148v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12zm140 12h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm-128 96h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm128 0h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm-76 84v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm76 12h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm180 124v36H0v-36c0-6.6 5.4-12 12-12h19.5V24c0-13.3 10.7-24 24-24h337c13.3 0 24 10.7 24 24v440H436c6.6 0 12 5.4 12 12zM79.5 463H192v-67c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v67h112.5V49L80 48l-.5 415z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ANR ANR-23-CE05-0006, CE05 - Une \u00e9nergie durable, propre, s\u00fbre et efficace<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb93ce0 e-con-full e-flex e-con e-child\" data-id=\"fb93ce0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f4b0f73 elementor-widget elementor-widget-heading\" data-id=\"f4b0f73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Coordinateurs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f63b9df elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"f63b9df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/?team=catherine-cadet\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-user-circle\" viewBox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M248 8C111 8 0 119 0 256s111 248 248 248 248-111 248-248S385 8 248 8zm0 96c48.6 0 88 39.4 88 88s-39.4 88-88 88-88-39.4-88-88 39.4-88 88-88zm0 344c-58.7 0-111.3-26.6-146.5-68.2 18.8-35.4 55.6-59.8 98.5-59.8 2.4 0 4.8.4 7.1 1.1 13 4.2 26.6 6.9 40.9 6.9 14.3 0 28-2.7 40.9-6.9 2.3-.7 4.7-1.1 7.1-1.1 42.9 0 79.7 24.4 98.5 59.8C359.3 421.4 306.7 448 248 448z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Catherine CADET (GIPSA-lab)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7e4a172 e-con-full e-flex e-con e-child\" data-id=\"7e4a172\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6478e7e elementor-widget elementor-widget-heading\" data-id=\"6478e7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Calendrier<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae1a720 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ae1a720\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar-alt\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0 464c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V192H0v272zm320-196c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM192 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM64 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zM400 64h-48V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H160V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H48C21.5 64 0 85.5 0 112v48h448v-48c0-26.5-21.5-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Mars 2024<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-01b5bfc e-con-full e-flex e-con e-child\" data-id=\"01b5bfc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3bb203 elementor-widget elementor-widget-heading\" data-id=\"f3bb203\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Dur\u00e9e du projet<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06e9d46 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"06e9d46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-clock\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256,8C119,8,8,119,8,256S119,504,256,504,504,393,504,256,393,8,256,8Zm92.49,313h0l-20,25a16,16,0,0,1-22.49,2.5h0l-67-49.72a40,40,0,0,1-15-31.23V112a16,16,0,0,1,16-16h32a16,16,0,0,1,16,16V256l58,42.5A16,16,0,0,1,348.49,321Z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">42 mois<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8c2aea6 e-con-full e-flex e-con e-child\" data-id=\"8c2aea6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-259f18f elementor-widget elementor-widget-heading\" data-id=\"259f18f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sum\u00e9<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd43905 elementor-widget elementor-widget-text-editor\" data-id=\"fd43905\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Pour atteindre la neutralit\u00e9 climatique dans le secteur des transports, le programme 2021-2027 du Partenariat europ\u00e9en pour l&rsquo;hydrog\u00e8ne propre vise, pour les piles \u00e0 combustible PEMFC, \u00e0 les optimiser afin d&rsquo;am\u00e9liorer leurs performances, leur durabilit\u00e9 et leur fiabilit\u00e9. Parmi les solutions propos\u00e9es, les syst\u00e8mes de piles \u00e0 combustible, compos\u00e9s de multiples piles, offrent une plus grande redondance, une durabilit\u00e9 accrue et une architecture modulaire flexible par rapport \u00e0 une pile \u00e0 combustible unique.<\/p><p>Pour g\u00e9rer le fonctionnement du syst\u00e8me, la strat\u00e9gie de gestion de l&rsquo;\u00e9nergie (EMS) doit r\u00e9partir la demande de puissance de charge entre les piles tout en tenant compte de la dur\u00e9e de vie des piles \u00e0 combustible. Diverses EMS bas\u00e9es sur des approches de gestion pr\u00e9dictive et de gestion de l&rsquo;\u00e9tat (PHM) sont en cours de d\u00e9veloppement pour relever les d\u00e9fis li\u00e9s \u00e0 la durabilit\u00e9 des piles \u00e0 combustible ainsi qu&rsquo;\u00e0 la consommation de carburant. Cependant, \u00e0 ce jour, aucune EMS pour les piles \u00e0 combustible multi-stacks ne tenant compte des d\u00e9cisions li\u00e9es aux aspects de maintenance n&rsquo;a \u00e9t\u00e9 d\u00e9velopp\u00e9e, bien que ces aspects puissent modifier consid\u00e9rablement la strat\u00e9gie de gestion de l&rsquo;\u00e9nergie.<\/p><p>Ainsi, la prise en compte des aspects li\u00e9s \u00e0 la fiabilit\u00e9 et \u00e0 la maintenance lors de l&rsquo;\u00e9laboration d&rsquo;une strat\u00e9gie EMS pour les syst\u00e8mes \u00e0 piles multiples offre un cadre plus complet dans lequel la phase de prise de d\u00e9cision post-pronostic s&rsquo;ouvre \u00e0 un large \u00e9ventail de d\u00e9cisions et d&rsquo;actions possibles, notamment la maintenance, la r\u00e9partition de la puissance entre les diff\u00e9rentes piles \u00e0 combustible et l&rsquo;adaptation des lois de commande. En d&rsquo;autres termes, ce projet ouvre la voie \u00e0 la maintenance prescriptive des syst\u00e8mes multi-stacks en d\u00e9veloppant une strat\u00e9gie d&rsquo;ajustement des conditions de fonctionnement pour atteindre les r\u00e9sultats souhait\u00e9s et, parall\u00e8lement, en fournissant des informations sur la mani\u00e8re de retarder ou de remplacer les pannes de piles \u00e0 combustible.<\/p><p>Les contributions de ce projet se veulent :<\/p><ol><li>scientifiques, gr\u00e2ce \u00e0 une meilleure compr\u00e9hension des connaissances physiques sur les piles \u00e0 combustible par la mod\u00e9lisation des interactions entre les conditions de fonctionnement et la d\u00e9t\u00e9rioration,<\/li><li>m\u00e9thodologiques, en proposant des approches de d\u00e9cision dynamique, d&rsquo;EMS tenant compte de la d\u00e9gradation et d&rsquo;EMS prescriptif,\u00a0<\/li><li>technologiques, concernant le contr\u00f4le, le dimensionnement et le d\u00e9ploiement des piles \u00e0 combustible multi-stacks.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d368d14 e-con-full e-flex e-con e-child\" data-id=\"d368d14\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bfa41b elementor-widget elementor-widget-heading\" data-id=\"5bfa41b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Partenaires<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c1192d7 e-con-full e-flex e-con e-child\" data-id=\"c1192d7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5dbfa68 elementor-widget elementor-widget-image\" data-id=\"5dbfa68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2022\/01\/Partenaire-GIPSA-420-x-320.png\" class=\"attachment-large size-large wp-image-9943\" alt=\"\" srcset=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2022\/01\/Partenaire-GIPSA-420-x-320.png 420w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2022\/01\/Partenaire-GIPSA-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14c6cbc elementor-widget elementor-widget-image\" data-id=\"14c6cbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"320\" src=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2024\/03\/logo_LIS_480x320.png\" class=\"attachment-large size-large wp-image-18396\" alt=\"\" srcset=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2024\/03\/logo_LIS_480x320.png 480w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2024\/03\/logo_LIS_480x320-300x200.png 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-473783c elementor-widget elementor-widget-image\" data-id=\"473783c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"320\" src=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2024\/03\/logo_FEMTO-ST_480x320.png\" class=\"attachment-large size-large wp-image-18395\" alt=\"\" srcset=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2024\/03\/logo_FEMTO-ST_480x320.png 480w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2024\/03\/logo_FEMTO-ST_480x320-300x200.png 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e181bb elementor-widget elementor-widget-image\" data-id=\"8e181bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"320\" src=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2026\/01\/White-420-x-320.png\" class=\"attachment-large size-large wp-image-10144\" alt=\"\" srcset=\"https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2026\/01\/White-420-x-320.png 420w, https:\/\/www.gipsa-lab.grenoble-inp.fr\/wp-content\/uploads\/2026\/01\/White-420-x-320-300x229.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Coordinatrice Catherine CADET Mots-cl\u00e9s d\u00e9cision post-pronostique, maintenance pr\u00e9dictive, fiabilit\u00e9 des syst\u00e8mes \u00e9nerg\u00e9tiques, optimisation multi-crit\u00e8res, gestion du cycle de vie des syst\u00e8mes, aide \u00e0 la d\u00e9cision sous incertitude, syst\u00e8mes \u00e9nerg\u00e9tiques durables, analyse de donn\u00e9es industrielles MFC_DEPLOY : Prise de d\u00e9cision post-pr\u00e9visionnelle pour le d\u00e9ploiement de piles \u00e0 combustible \u00e0 empilements multiples Financement ANR ANR-23-CE05-0006, CE05 &#8211; [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":11082,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[419,110,99],"tags":[],"class_list":["post-18393","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-anr-energie-et-stockage","category-projet_safe","category-projet"],"lang":"fr","translations":{"fr":18393},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=\/wp\/v2\/posts\/18393","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18393"}],"version-history":[{"count":10,"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=\/wp\/v2\/posts\/18393\/revisions"}],"predecessor-version":[{"id":22088,"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=\/wp\/v2\/posts\/18393\/revisions\/22088"}],"wp:attachment":[{"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18393"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18393"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gipsa-lab.grenoble-inp.fr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18393"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}