{"id":72871,"date":"2022-12-15T11:13:18","date_gmt":"2022-12-15T11:13:18","guid":{"rendered":"https:\/\/www.gantner-instruments.com\/entreprise\/recherche\/ipermon\/"},"modified":"2024-01-08T14:14:20","modified_gmt":"2024-01-08T14:14:20","slug":"ipermon","status":"publish","type":"page","link":"https:\/\/www.gantner-instruments.com\/fr\/entreprise\/recherche\/ipermon\/","title":{"rendered":"IPERMON"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"72871\" class=\"elementor elementor-72871 elementor-46127\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-efa31aa elementor-section-full_width elementor-section-height-full _coverSection _imageMedium elementor-section-height-default elementor-section-items-middle\" data-id=\"efa31aa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-50cc376\" data-id=\"50cc376\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-638a0c7 elementor-section-full_width elementor-section-height-full elementor-section-height-default\" data-id=\"638a0c7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-2796297\" data-id=\"2796297\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2582321 elementor-widget elementor-widget-heading\" data-id=\"2582321\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">IPERMON<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2dfe32 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"b2dfe32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\"Syst\u00e8me innovant de contr\u00f4le des performances pour une meilleure fiabilit\u00e9 et un co\u00fbt optimis\u00e9 de l'\u00e9lectricit\u00e9\".<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bd48958 elementor-section-full_width elementor-section-content-middle elementor-hidden-tablet elementor-hidden-mobile webhooks db-hover-box elementor-section-height-default elementor-section-height-default\" data-id=\"bd48958\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:400,&quot;sticky_effects_offset&quot;:49,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2eb92d9\" data-id=\"2eb92d9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-26ec0c6 elementor-widget__width-auto stickymenubold hidden-point db-hover-slideout elementor-widget elementor-widget-text-editor\" data-id=\"26ec0c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li><a href=\"#About_IPERMON\">\u00c0 propos d&#8217;IPERMON<\/a><\/li>\n \t<li><a href=\"#Objectives\">Objectifs<\/a><\/li>\n \t<li><a href=\"#The_Main_Project_Activities\">Les principales activit\u00e9s du projet<\/a><\/li>\n \t<li><a href=\"#Work_Packages\">Work Packages<\/a><\/li>\n \t<li><a href=\"#latests_Results\">Derniers r\u00e9sultats<\/a><\/li>\n \t<li><a href=\"#Workshop_Publications\">Atelier \/ Publications<\/a><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c8b693c db-hover-scale db-hover-slideout\" data-id=\"c8b693c\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d790324 elementor-widget__width-inherit e-transform elementor-widget elementor-widget-text-editor\" data-id=\"d790324\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_rotateZ_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-90,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>NAVIGATION<\/strong><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7a5d791 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a5d791\" data-element_type=\"section\" data-e-type=\"section\" id=\"About_IPERMON\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2bad97a\" data-id=\"2bad97a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-274989d elementor-widget elementor-widget-heading\" data-id=\"274989d\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"#About_IPERMON\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c0 propos d'IPERMON<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2f0dcd3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f0dcd3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-049e06e\" data-id=\"049e06e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30dea95 elementor-widget elementor-widget-heading\" data-id=\"30dea95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Champ d'application<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35a2fdc elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"35a2fdc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La r\u00e9duction des co\u00fbts de l&#8217;\u00e9lectricit\u00e9 photovolta\u00efque par l&#8217;augmentation de la dur\u00e9e de vie, comme le souligne l&#8217;initiative de l&#8217;industrie solaire europ\u00e9enne (SEII), est un facteur cl\u00e9 qui permettra d&#8217;augmenter encore l&#8217;adoption de cette technologie. Cet objectif peut \u00eatre atteint en am\u00e9liorant la fiabilit\u00e9 et la performance de la dur\u00e9e de vie gr\u00e2ce \u00e0 une surveillance constante, solide et tra\u00e7able des syst\u00e8mes install\u00e9s, ce qui a un impact direct sur le co\u00fbt d&#8217;investissement, le co\u00fbt nivel\u00e9 de l&#8217;\u00e9lectricit\u00e9 (LCoE) et, en g\u00e9n\u00e9ral, sur la comp\u00e9titivit\u00e9 de l&#8217;\u00e9nergie photovolta\u00efque. En ce sens, l&#8217;un des principaux d\u00e9fis \u00e0 relever pour garantir la qualit\u00e9 du fonctionnement, en particulier pour les syst\u00e8mes photovolta\u00efques raccord\u00e9s au r\u00e9seau, est de pr\u00e9server la fiabilit\u00e9 et les bonnes performances en identifiant et en quantifiant avec pr\u00e9cision les facteurs \u00e0 l&#8217;origine des diff\u00e9rents m\u00e9canismes de perte de performance, tout en d\u00e9tectant et en diagnostiquant les d\u00e9faillances potentielles \u00e0 un stade pr\u00e9coce ou avant qu&#8217;elles ne se produisent, gr\u00e2ce \u00e0 une surveillance robuste des performances, \u00e0 la d\u00e9tection des d\u00e9faillances et \u00e0 la maintenance pr\u00e9ventive.  <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a8b582c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a8b582c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-35d1821\" data-id=\"35d1821\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e1dcf11 elementor-widget elementor-widget-heading\" data-id=\"e1dcf11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Recherche<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f7347a elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"5f7347a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Une entreprise industrielle de premier plan, Gantner Instruments (GI), en partenariat avec un organisme de recherche, l&#8217;Universit\u00e9 de Chypre (UCY), a mis sur pied une \u00e9quipe charg\u00e9e de d\u00e9velopper un syst\u00e8me de contr\u00f4le des performances photovolta\u00efques \u00e9quip\u00e9 de divers algorithmes de contr\u00f4le avanc\u00e9s pour d\u00e9tecter et diagnostiquer les d\u00e9faillances potentielles, les pertes de performances et les m\u00e9canismes de d\u00e9gradation dans les syst\u00e8mes photovolta\u00efques \u00e0 un stade pr\u00e9coce.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1a5a236 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a5a236\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-20cdff5\" data-id=\"20cdff5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d117d8f elementor-widget elementor-widget-heading\" data-id=\"d117d8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Objectif<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6143c2d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"6143c2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>L&#8217;objectif final du projet est de d\u00e9velopper un syst\u00e8me innovant de contr\u00f4le des performances qui am\u00e9liorera et garantira de mani\u00e8re significative la qualit\u00e9 de fonctionnement des syst\u00e8mes photovolta\u00efques connect\u00e9s au r\u00e9seau afin de r\u00e9pondre aux attentes des propri\u00e9taires\/investisseurs et de les garantir.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a36ff50 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a36ff50\" data-element_type=\"section\" data-e-type=\"section\" id=\"Objectives\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f3733cc\" data-id=\"f3733cc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d4cf940 elementor-widget elementor-widget-heading\" data-id=\"d4cf940\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Objectifs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86c00e5 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"86c00e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>L&#8217;objectif principal est de d\u00e9velopper un syst\u00e8me innovant de contr\u00f4le des performances qui am\u00e9liorera et garantira de mani\u00e8re significative la qualit\u00e9 de fonctionnement des syst\u00e8mes photovolta\u00efques connect\u00e9s au r\u00e9seau afin de satisfaire et de garantir les attentes des propri\u00e9taires\/investisseurs. Le syst\u00e8me qui fournira la premi\u00e8re solution de base compl\u00e8te et ind\u00e9pendante pour assurer la qualit\u00e9 op\u00e9rationnelle et optimiser la production d&#8217;\u00e9nergie comprendra un capteur structurel complet et une plate-forme d&#8217;acquisition de donn\u00e9es avec des capacit\u00e9s d&#8217;\u00e9chantillonnage \u00e9lev\u00e9es, de grandes bases de donn\u00e9es de stockage et un portail web avanc\u00e9 pour incorporer les algorithmes de quantification des pertes de performance, des routines de d\u00e9faillance et de la d\u00e9gradation issus de la recherche pour une analyse en temps r\u00e9el. En ce sens, les algorithmes et les outils fourniront la base n\u00e9cessaire pour assurer la qualit\u00e9 des performances des centrales photovolta\u00efques, optimiser le rendement \u00e9nerg\u00e9tique, refl\u00e9ter les param\u00e8tres financiers et fournir des pr\u00e9visions de production pr\u00e9cises \u00e0 l&#8217;avance.  <\/p>\n<p>Les objectifs du projet propos\u00e9 sont les suivants :<\/p>\n<ul>\n<li>\u00c9valuer les pertes de performance, les d\u00e9faillances et les m\u00e9canismes de d\u00e9gradation.<\/li>\n<li>Formuler un protocole de proc\u00e9dure et des lignes directrices pour l&#8217;identification et la quantification des pertes, des d\u00e9faillances et de la d\u00e9gradation des syst\u00e8mes photovolta\u00efques.<\/li>\n<li>D\u00e9velopper des algorithmes d&#8217;\u00e9valuation de la capacit\u00e9, de perte de performance et de d\u00e9gradation qui seront int\u00e9gr\u00e9s en tant que modules logiciels au syst\u00e8me de surveillance avanc\u00e9.<\/li>\n<li>Optimiser la pr\u00e9diction du rendement \u00e9nerg\u00e9tique pour des pr\u00e9visions de production pr\u00e9cises et<\/li>\n<li>D\u00e9montrer le soutien O&amp;M, y compris les d\u00e9clenchements et la maintenance pr\u00e9ventive.<\/li>\n<\/ul>\n<p>Le projet peut permettre un d\u00e9ploiement \u00e0 grande \u00e9chelle de l&#8217;\u00e9nergie photovolta\u00efque, accro\u00eetre la comp\u00e9titivit\u00e9 de la technologie (tant sur le plan technique qu&#8217;\u00e9conomique) et prot\u00e9ger l&#8217;investissement.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-83b97d9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83b97d9\" data-element_type=\"section\" data-e-type=\"section\" id=\"The_Main_Project_Activities\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1203eac\" data-id=\"1203eac\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c3ac53f elementor-widget elementor-widget-heading\" data-id=\"c3ac53f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Les principales activit\u00e9s du projet<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc59e22 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"cc59e22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol>\n<li>Formulation de lignes directrices pour l&#8217;installation de capteurs et de dispositifs d&#8217;acquisition de donn\u00e9es.<\/li>\n<li>D\u00e9veloppement d&#8217;algorithmes pour l&#8217;identification des pertes de performance.<\/li>\n<li>D\u00e9veloppement de routines pour d\u00e9tecter les d\u00e9faillances qui se produisent au niveau du module, de la matrice et du syst\u00e8me.<\/li>\n<li>Analyse comparative des algorithmes pour l&#8217;identification des pertes de performance et des d\u00e9faillances sur un certain nombre de syst\u00e8mes photovolta\u00efques connect\u00e9s au r\u00e9seau actuellement disponibles \u00e0 l&#8217;UCY (analyse d&#8217;un ensemble de donn\u00e9es d&#8217;une minute).<\/li>\n<li>Formulation d&#8217;algorithmes pour l&#8217;identification et la quantification de la d\u00e9gradation \u00e0 long terme. Les algorithmes seront \u00e9galement test\u00e9s dans l&#8217;installation d&#8217;essai ext\u00e9rieure de GI (OTF) en Arizona. <\/li>\n<li>Formulation et v\u00e9rification d&#8217;algorithmes de pr\u00e9vision de la production photovolta\u00efque pour les pr\u00e9visions \u00e0 un jour. Les pr\u00e9visions seront v\u00e9rifi\u00e9es par rapport \u00e0 des mesures ext\u00e9rieures r\u00e9elles. <\/li>\n<li>D\u00e9veloppement d&#8217;un prototype de syst\u00e8me de contr\u00f4le des performances et v\u00e9rification op\u00e9rationnelle avec des donn\u00e9es de centrales \u00e9lectriques r\u00e9elles provenant du r\u00e9seau de GI<\/li>\n<li>D\u00e9veloppement d&#8217;un produit pr\u00e9-commercial et int\u00e9gration sur la plateforme de surveillance existante de GI.<\/li>\n<\/ol>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ab8c5ae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ab8c5ae\" data-element_type=\"section\" data-e-type=\"section\" id=\"Work_Packages\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5fcdc87\" data-id=\"5fcdc87\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3fcb02f elementor-widget elementor-widget-heading\" data-id=\"3fcb02f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Work Packages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eeccf13 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"eeccf13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Les activit\u00e9s du projet de recherche sont divis\u00e9es en six lots de travail (WPs).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae3b01e elementor-widget elementor-widget-spacer\" data-id=\"ae3b01e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-915df60 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"915df60\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a78fefa\" data-id=\"a78fefa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29be518 elementor-widget elementor-widget-spacer\" data-id=\"29be518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59d8c63 elementor-widget elementor-widget-heading\" data-id=\"59d8c63\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L'architecture de GI.bench<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f193898 elementor-widget elementor-widget-shortcode\" data-id=\"f193898\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><style>\r\n    .arc-hide-points:before{\r\n        color: #70707000 !important;\r\n    }\r\n<\/style>\r\n\r\n\r\n<div class=\"architecture-block-original\" data-action=\"67681\">\r\n    <div class=\"col-sm-6 hidden-xs\" data-section=\"hexagon_container\">       \r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"analytics\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Project Management (WP1)<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"rules\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Formulation and benchmarking (WP2)<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"applications\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Capacity testing (WP3)<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"api\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Development (WP4)<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"enrichment\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Integration and testing (WP5)<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"user_interface\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Dissemination of results (WP6)<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row skip_first last'>\r\n            <div class=\"hex wow animated animated inactive\" data-comb-element=\"services\"  style=\"left: 37%;margin-left: -6.6519235%; margin-top: -17.52147175%; margin-bottom: 17.52147175%;\"data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'><\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated inactive\" data-comb-element=\"storage\" style=\"left: 37%;margin-left: -6.6519235%; margin-top: -35.0429435%; margin-bottom: 35.0429435%;\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'><\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='grey_wrapper left'><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"visible-xs\" data-section=\"hexagon_container\">       \r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated \" data-comb-element=\"analytics\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Project Management (WP1)<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated \" data-comb-element=\"rules\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Formulation and benchmarking (WP2)<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated \" data-comb-element=\"applications\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Capacity testing (WP3)<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated \" data-comb-element=\"api\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Development (WP4)<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated \" data-comb-element=\"enrichment\" data-color=\"blue\">\r\n                    <div class='svg color'><\/div>\r\n                    <div class='svg overlay'><\/div>\r\n                    <h3 class='hex_content'>Integration and testing (WP5)<\/h3>\r\n                <\/div>\r\n            <div class=\"hex wow animated \" data-comb-element=\"user_interface\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Dissemination of results (WP6)<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  last'>\r\n            <div class=\"hex wow animated inactive\" data-comb-element=\"services\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'><\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated inactive\" data-comb-element=\"storage\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'><\/h3>\r\n            <\/div>\r\n        <\/div>\r\n            <div class='grey_wrapper left'><\/div>\r\n    <\/div>\r\n    <div class=\"col-sm-6 hidden-xs\" data-section=\"data_container\">\r\n        <div class='grey_wrapper hidden-xs'><\/div>\r\n        <div data-section=\"headline_and_content_navigation\">\r\n            <div data-field=\"headline\"><\/div>\r\n            <div data-field=\"content_navigation\">\r\n                <a href=\"#\" class=\"prev\" data-element-position=\"0\">Previous<\/a>\r\n                <a href=\"#\" class=\"next\" data-element-position=\"0\">Next<\/a>\r\n            <\/div>\r\n        <\/div>\r\n\r\n        <div data-field=\"content\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"modal fade gi_cloud_comb_modal\">\r\n        <div class=\"modal-dialog\">\r\n            <div class=\"modal-content\">\r\n                <div class=\"modal-header\">\r\n                    <button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><\/button>\r\n                <\/div>\r\n                <div class=\"modal-body\" data-section=\"data_container\">\r\n                <div data-section=\"headline_and_content_navigation\">\r\n                    <div data-field=\"headline\"><\/div>\r\n                    <div data-field=\"content_navigation\">\r\n                        <a href=\"#\" class=\"prev\" data-element-position=\"0\">Previous<\/a>\r\n                        <a href=\"#\" class=\"next\" data-element-position=\"0\">Next<\/a>\r\n                    <\/div>\r\n                <\/div>\r\n                <div data-field=\"content\"><\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<script>\r\n\r\nvar hexContent67681 = JSON.parse(`[\"<div class=\\\\\\\"wpb_text_column wpb_content_element\\\\\\\" ><div class=\\\\\\\"wpb_wrapper\\\\\\\"><p class=\\\\\\\"font_weight_regular\\\\\\\">Project Management (WP1)<\\\/p><p>This WP includes initiation, development, execution, monitoring and controlling of project related activities. A simplified management scheme will be followed whereby the Coordinator (GI) will coordinate and manage the research and administrative activities proposed in this project as a whole (chairing the Steering Committee) and one representative from each side (GI who will also be the coordinator of the project and UCY) will be responsible for their respective organisation (both for technical and financial issues). The overall aim of the management structure and procedures followed is to ensure efficient and smooth running, from the beginning, of the project and to oversee all activities and tasks, optimising processes and managing the consortium. The consortium acknowledges that well-defined management is crucial for the successful completion of the project as well as for the transparent reporting of the progress to the SOLAR-ERA.NET and national authorities. In accordance, six-monthly, interim and final progress reports will be produced in order to keep track of the project. This WP also foresees a number of visits for activity coordination between the partners and to cultivate close collaboration.<\\\/p><\\\/div><\\\/div>\",\"<div class=\\\\\\\"wpb_text_column wpb_content_element\\\\\\\" ><div class=\\\\\\\"wpb_wrapper\\\\\\\"><p class=\\\\\\\"font_weight_regular\\\\\\\">Formulation and benchmarking (WP2)<\\\/p><p>\\u2026of innovative guidelines and algorithms for the detection and diagnosis of performance losses and failures.<\\\/p><p>The scope of WP2 is the formulation of monitoring guidelines on the acquisition and analysis of PV performance data-sets for the development of innovative algorithms for the diagnosis of performance losses and FDRs, based on previous relevant work performed at the UCY. It is imperative that in order to detect failures and performance losses the data-sets sampled and acquired will be at a high resolution (1-5 minutes), thereby extending the measurement requirements beyond the recommendations of the IEC 61724 standard, for measurement, data exchange and performance analysis of PV systems. Typical measurements will include meteorological (total irradiance in the plane of the array, ambient and module temperature, wind speed and direction), PV system side (voltage, current and power) and utility side (grid voltage, current, power, outage duration period). Different algorithms will be developed in order to identify and quantify system performance losses due to thermal and irradiance behaviour, soiling, shading, string mismatch, bypass diode effects, inverter failures and insulation faults, non-optimal maximum power point tracking (MPPT) and unexpected trends. The algorithms will perform real-time comparisons against known failure profiles and performance effects, threshold levels and modelled expected performance in order to first identify the loss and then quantify the effect. For the development of FDRs the system will comprise of the failure detection tool and the failure profiling and footprint methods. The routines will evaluate patterns of energy loss by creating profiles and comparisons with predefined profiles of frequently known failures such as hot spots, bypass diodes, inverter faults, grid outages and others. The operational verification of the algorithms will performed on an experimental test-setup at the UCY and the OTF of GI against emulated faults and measured performance effects.<\\\/p><\\\/div><\\\/div>\",\"<div class=\\\\\\\"wpb_text_column wpb_content_element\\\\\\\" ><div class=\\\\\\\"wpb_wrapper\\\\\\\"><p class=\\\\\\\"font_weight_regular\\\\\\\">Capacity testing (WP3)<\\\/p><p>\\u2026and long term degradation model development.<\\\/p><p>The task carried out in this WP is to initially form a full power rating standardised method in order to accurately determine the capacity of PV systems (as a verification commissioning check against contracts) through a sequence of data collection, filtering and regression analysis. The results obtained at the test site of the UCY will be verified against other rating methods such as the Photovoltaics for Utility Scale Applications (PVUSA). The development of long term degradation models is another focal point of this WP. The degradation models will comprise of a complete procedure starting from data acquisition and filtering, outage correction and time series analysis with techniques such as classical seasonal decomposition, ARIMA and rPCA for the real-time calculation of the degradation rate of PV systems. The capacity of the algorithms to estimate degradation, even at early stages, will be verified initially against installed systems at the test site in Cyprus and against indoor standard test condition (STC) methods and apparatus present at the UCY. The results will also be verified against the vast amount of measurements available from the GI database.<\\\/p><\\\/div><\\\/div>\",\"<div class=\\\\\\\"wpb_text_column wpb_content_element\\\\\\\" ><div class=\\\\\\\"wpb_wrapper\\\\\\\"><p class=\\\\\\\"font_weight_regular\\\\\\\">Development (WP4)<\\\/p><p>\\u2026of energy yield forecasting algorithms.<\\\/p><p>In this WP the developed algorithms will be used as a baseline for the enhancement of existing energy yield prediction algorithms. The final algorithm, developed by the UCY, will be capable of forecasting the energy accurately for day ahead and longer horizons. The prediction will be further trained and will incorporate historical acquired data of the developed performance loss algorithms, improving the initial prediction. The forecast will be implemented with machine learning algorithms that will provide 24 hour ahead spatial energy production forecasts based on NWPs. The UCY will verify the results for use in utility scale plants administered by GI and its OTF for residual analysis.<\\\/p><\\\/div><\\\/div>\",\"<div class=\\\\\\\"wpb_text_column wpb_content_element\\\\\\\" ><div class=\\\\\\\"wpb_wrapper\\\\\\\"><p class=\\\\\\\"font_weight_regular\\\\\\\">Integration and testing (WP5)<\\\/p><p>\\u2026of the performance loss, failure and degradation rate algorithms for an advanced PV performance monitoring system.<\\\/p><p>The scope of WP5 is the integration of the developed algorithms, routines and models into the existing PV monitoring platform of GI as an advanced web-portal tool and the benchmarking of the complete solution. The improved product will focus on data consistency, real time analysis and will further offer a categorised view of the losses (optical, temperature, soiling, angle of incidence, degradation), an evaluation of the behaviour in relation to weather and long term degradation. In this way, additional indicators regarding performance guarantees, preventive maintenance and suggested O&M actions will be enabled. In particular, two existing GI customers have already expressed their interest in utilising the proposed solution for their systems and as a result historical performance data-sets will be initially provided by them to act as the reference scenario. The proposed solution will then be applied to the two power plants in order to establish the potential benefits from the new solution on the energy yield and potentially the LCoE and to quantify the benefit to arise from the proposed solution (5 % energy yield improvement relative to no O&M).<\\\/p><\\\/div><\\\/div>\",\"<div class=\\\\\\\"wpb_text_column wpb_content_element\\\\\\\" ><div class=\\\\\\\"wpb_wrapper\\\\\\\"><p class=\\\\\\\"font_weight_regular\\\\\\\">Dissemination of results (WP6)<\\\/p><p>Dissemination and exploitation of the results are key elements for the success of this project and will ensure optimal use of the project results outside the core research team. As far as dissemination is concerned stakeholder analysis constitutes an important point in maximising its effectiveness. In addition, the dissemination activities include publication of the scientific results in respected journals and conferences in the field, the development of a website for the publication of the latest developments, regular press releases, leaflets and newsletters as well as the organisation of a final international workshop to be organised in Cyprus (inviting all industrialists and stakeholders) and aiming to disseminate the latest developments with regards to the project. 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elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-29a5aab\" data-id=\"29a5aab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d5a2bbd elementor-widget elementor-widget-heading\" data-id=\"d5a2bbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Les derniers r\u00e9sultats obtenus dans le cadre des modules de travail <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a05f537 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"a05f537\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2dfe4da\" data-id=\"2dfe4da\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ab3e84 elementor-widget elementor-widget-heading\" data-id=\"4ab3e84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat 1:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81750d5 elementor-widget elementor-widget-text-editor\" data-id=\"81750d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Des routines innovantes de qualit\u00e9 des donn\u00e9es (v\u00e9rification et correction des donn\u00e9es) afin de garantir des niveaux \u00e9lev\u00e9s d&#8217;int\u00e9grit\u00e9 des donn\u00e9es, ce qui est un \u00e9l\u00e9ment essentiel pour l&#8217;application de l&#8217;analyse des donn\u00e9es.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f9f9fa6\" data-id=\"f9f9fa6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c248632 elementor-widget elementor-widget-image\" data-id=\"c248632\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"244\" height=\"300\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R1-Data-quality-routine-functional-block-244x300.jpg\" class=\"attachment-medium size-medium wp-image-68562\" alt=\"\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R1-Data-quality-routine-functional-block-244x300.jpg 244w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R1-Data-quality-routine-functional-block.jpg 568w\" sizes=\"(max-width: 244px) 100vw, 244px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a0c70f4 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"a0c70f4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0647497\" data-id=\"0647497\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b76aab8 elementor-widget elementor-widget-image\" data-id=\"b76aab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"237\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R2-data-routine-missing-300x237.png\" class=\"attachment-medium size-medium wp-image-68563\" alt=\"\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R2-data-routine-missing-300x237.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R2-data-routine-missing.png 590w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7470c25\" data-id=\"7470c25\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0b3c75d elementor-widget elementor-widget-heading\" data-id=\"0b3c75d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat 2:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60251a0 elementor-widget elementor-widget-text-editor\" data-id=\"60251a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Routines de d\u00e9tection des donn\u00e9es erron\u00e9es et des d\u00e9rives des capteurs pour la maintenance r\u00e9active et proactive (matrice des donn\u00e9es manquantes).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7daaf1e elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"7daaf1e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9425d9b\" data-id=\"9425d9b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a3904c elementor-widget elementor-widget-heading\" data-id=\"4a3904c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat 3:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57004c3 elementor-widget elementor-widget-text-editor\" data-id=\"57004c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Essai de capacit\u00e9 utilisant diff\u00e9rentes m\u00e9thodes (m\u00e9thode de r\u00e9gression ASTM, m\u00e9thode IEC 61724 et mod\u00e8le de performance m\u00e9caniste) pour pr\u00e9senter avec pr\u00e9cision l&#8217;indice de performance de puissance (PPI) et d\u00e9clencher des alertes en cas de d\u00e9passement des seuils fix\u00e9s.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-96690fb\" data-id=\"96690fb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64e2b10 elementor-widget elementor-widget-image\" data-id=\"64e2b10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"257\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R3-capacity-test-300x257.jpeg\" class=\"attachment-medium size-medium wp-image-68564\" alt=\"\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R3-capacity-test-300x257.jpeg 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R3-capacity-test.jpeg 600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1191d34 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"1191d34\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-60e821c\" data-id=\"60e821c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e45e7e0 elementor-widget elementor-widget-image\" data-id=\"e45e7e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R4-Failure-detection-benchmarking-300x225.jpg\" class=\"attachment-medium size-medium wp-image-68565\" alt=\"\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R4-Failure-detection-benchmarking-300x225.jpg 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R4-Failure-detection-benchmarking-1024x768.jpg 1024w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R4-Failure-detection-benchmarking-768x576.jpg 768w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6a8250a\" data-id=\"6a8250a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79d93cc elementor-widget elementor-widget-heading\" data-id=\"79d93cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat 4:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bda8b24 elementor-widget elementor-widget-text-editor\" data-id=\"bda8b24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>V\u00e9rification d\u00e9taill\u00e9e et \u00e9valuation des \u00e9v\u00e9nements de d\u00e9tection et de classification des d\u00e9faillances dans les syst\u00e8mes de bancs d&#8217;essai de l&#8217;universit\u00e9 de Chypre et dans les centrales \u00e9lectriques r\u00e9elles g\u00e9r\u00e9es par GI.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-370f10c elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"370f10c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6d562bf\" data-id=\"6d562bf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1398dcd elementor-widget elementor-widget-heading\" data-id=\"1398dcd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat 5:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a44d5ff elementor-widget elementor-widget-text-editor\" data-id=\"a44d5ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>D\u00e9tecteur d&#8217;\u00e9tat de sant\u00e9 permettant de quantifier les performances quotidiennes des centrales photovolta\u00efques par rapport \u00e0 une r\u00e9plique pr\u00e9cise des performances d&#8217;un jumeau num\u00e9rique (mod\u00e8le de performance m\u00e9caniste). Le moniteur peut d\u00e9tecter et classer les d\u00e9faillances les plus courantes avec une pr\u00e9cision de plus de 98 %. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2071ad3\" data-id=\"2071ad3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7aa14f4 elementor-widget elementor-widget-image\" data-id=\"7aa14f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"191\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R5-Health-state-monitor-300x191.jpg\" class=\"attachment-medium size-medium wp-image-68566\" alt=\"\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R5-Health-state-monitor-300x191.jpg 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R5-Health-state-monitor.jpg 529w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0660f1d elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"0660f1d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ddbf700\" data-id=\"ddbf700\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2b05098 elementor-widget elementor-widget-image\" data-id=\"2b05098\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"272\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R6-degradation-rate-300x272.jpeg\" class=\"attachment-medium size-medium wp-image-68567\" alt=\"\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R6-degradation-rate-300x272.jpeg 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R6-degradation-rate.jpeg 567w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4fceded\" data-id=\"4fceded\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fd4ad8b elementor-widget elementor-widget-heading\" data-id=\"fd4ad8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat 6:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17ce253 elementor-widget elementor-widget-text-editor\" data-id=\"17ce253\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Calcul pr\u00e9cis du taux de d\u00e9gradation \u00e0 long terme en utilisant toutes les techniques analytiques et statistiques couramment appliqu\u00e9es aux s\u00e9ries temporelles (MCO, ARIMA, CSD et YoY).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b417763 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"b417763\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fe367ae\" data-id=\"fe367ae\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2dd633b elementor-widget elementor-widget-heading\" data-id=\"2dd633b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat 7:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b643af9 elementor-widget elementor-widget-text-editor\" data-id=\"b643af9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Comparaison de la pr\u00e9cision pr\u00e9dictive de l&#8217;apprentissage automatique et du mod\u00e8le de performance m\u00e9caniste. Le diagramme de Taylor montre que les deux mod\u00e8les peuvent pr\u00e9dire avec pr\u00e9cision la performance des syst\u00e8mes photovolta\u00efques (erreur de pr\u00e9cision &lt;2 %). <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-eb37616\" data-id=\"eb37616\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f240e1 elementor-widget elementor-widget-image\" data-id=\"1f240e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R7-benchmarking-machine-learning-and-mpm-300x173.png\" class=\"attachment-medium size-medium wp-image-68568\" alt=\"\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R7-benchmarking-machine-learning-and-mpm-300x173.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R7-benchmarking-machine-learning-and-mpm-768x442.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/R7-benchmarking-machine-learning-and-mpm.png 833w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c2efbc6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2efbc6\" data-element_type=\"section\" data-e-type=\"section\" id=\"Workshop_Publications\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-588b46b\" data-id=\"588b46b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c3ca772 elementor-widget elementor-widget-heading\" data-id=\"c3ca772\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Atelier \/ Publications<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c0dd5ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c0dd5ea\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24ac418\" data-id=\"24ac418\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c73f440 elementor-widget elementor-widget-heading\" data-id=\"c73f440\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Ordre du jour de l'atelier<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6793b4 elementor-widget elementor-widget-button\" data-id=\"a6793b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-wokshop-agenda-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e82fe1e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e82fe1e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f3338a\" data-id=\"0f3338a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51b3eb7 elementor-widget elementor-widget-heading\" data-id=\"51b3eb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Analyse des performances des mod\u00e8les m\u00e9canistes et d'apprentissage automatique<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97abe6f elementor-widget elementor-widget-button\" data-id=\"97abe6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-performance-analysis-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-98ca4d1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"98ca4d1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ca9fad7\" data-id=\"ca9fad7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ba7b47d elementor-widget elementor-widget-heading\" data-id=\"ba7b47d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Performance et d\u00e9gradation \u00e0 long terme des syst\u00e8mes photovolta\u00efques dans des conditions r\u00e9elles en ext\u00e9rieur et selon la norme IEC 61853<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6986de1 elementor-widget elementor-widget-button\" data-id=\"6986de1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-long-term-pv-performance-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ba0e381 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ba0e381\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-20cd87e\" data-id=\"20cd87e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9a64107 elementor-widget elementor-widget-heading\" data-id=\"9a64107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">D\u00e9veloppement de mod\u00e8les pr\u00e9dictifs de performance par apprentissage automatique ind\u00e9pendants de la localisation et de la technologie<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87efe3b elementor-widget elementor-widget-button\" data-id=\"87efe3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-machine-learning-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f4cf0e5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f4cf0e5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bf233e3\" data-id=\"bf233e3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-17352ec elementor-widget elementor-widget-heading\" data-id=\"17352ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Analyse des performances des modules et des centrales photovolta\u00efques bas\u00e9e sur l'informatique en nuage<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-397b06b elementor-widget elementor-widget-button\" data-id=\"397b06b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-cloud-based-pv-performance-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ebad9c4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ebad9c4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ee9be34\" data-id=\"ee9be34\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dee9bd0 elementor-widget elementor-widget-heading\" data-id=\"dee9bd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u00c9valuation des mod\u00e8les pr\u00e9dictifs de puissance photovolta\u00efque pour la surveillance en temps r\u00e9el<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9264648 elementor-widget elementor-widget-button\" data-id=\"9264648\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-evaluation-of-pv-power-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6031d0f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6031d0f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7249a50\" data-id=\"7249a50\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b83f2d5 elementor-widget elementor-widget-heading\" data-id=\"b83f2d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Approche diagnostique avanc\u00e9e des d\u00e9faillances pour les syst\u00e8mes photovolta\u00efques connect\u00e9s au r\u00e9seau<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0f4f97 elementor-widget elementor-widget-button\" data-id=\"c0f4f97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-advanced-diagnostic-approach-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b10d3fb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b10d3fb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-66264bd\" data-id=\"66264bd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1311aad elementor-widget elementor-widget-heading\" data-id=\"1311aad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Plateforme de maintenance conditionnelle pour l'exploitation et la maintenance proactive et r\u00e9active (O&amp;M) avec une meilleure analyse des donn\u00e9es<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97da6b5 elementor-widget elementor-widget-button\" data-id=\"97da6b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-condition-monitoring-platform-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c8cb575 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c8cb575\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ea5e7da\" data-id=\"ea5e7da\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b73fee3 elementor-widget elementor-widget-heading\" data-id=\"b73fee3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Plateforme de maintenance conditionnelle pour l'exploitation et la maintenance proactive et r\u00e9active (O&amp;M) avec une meilleure analyse des donn\u00e9es<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78cfa5f elementor-widget elementor-widget-button\" data-id=\"78cfa5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-condition-monitoring-platform-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f9ffe3c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f9ffe3c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-769d66a\" data-id=\"769d66a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-98bb848 elementor-widget elementor-widget-heading\" data-id=\"98bb848\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Pr\u00e9sentation du projet IPERMON par J\u00fcrgen Sutterl\u00fcti lors du Brunch Sciene d'Austria Research, Oct, 2020<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbba462 elementor-widget elementor-widget-button\" data-id=\"cbba462\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/ipermon-science-brunch-presentation-download\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00c9L\u00c9CHARGER<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>IPERMON &#8220;Syst\u00e8me innovant de contr\u00f4le des performances pour une meilleure fiabilit\u00e9 et un co\u00fbt optimis\u00e9 de l&#8217;\u00e9lectricit\u00e9&#8221;. \u00c0 propos d&#8217;IPERMON Objectifs Les principales activit\u00e9s du projet Work Packages Derniers r\u00e9sultats [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":72296,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-72871","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - 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