{"id":55260,"date":"2025-04-07T08:38:29","date_gmt":"2025-04-07T06:38:29","guid":{"rendered":"https:\/\/www.nae.fr\/2025\/04\/07\/etudes-predictives-des-processus-de-vieillissement-des-piles-a-combustible-a-membrane-dechange-de-protons-par-approche-hybride\/"},"modified":"2025-04-07T08:38:29","modified_gmt":"2025-04-07T06:38:29","slug":"etudes-predictives-des-processus-de-vieillissement-des-piles-a-combustible-a-membrane-dechange-de-protons-par-approche-hybride","status":"publish","type":"post","link":"https:\/\/nae-pp.dev-webadn.com\/en\/2025\/04\/07\/etudes-predictives-des-processus-de-vieillissement-des-piles-a-combustible-a-membrane-dechange-de-protons-par-approche-hybride\/","title":{"rendered":"\u00c9tudes pr\u00e9dictives des processus de vieillissement des piles \u00e0 combustible \u00e0 membrane d&rsquo;\u00e9change de protons par approche hybride"},"content":{"rendered":"<blockquote>\n<div class=\"row mx-0\">\n\nDe mani\u00e8re \u00e0 satisfaire \u00e0 des exigences de plus en plus strictes en termes d\u2019\u00e9missions de CO2, la pile \u00e0 combustible (P\u00e0C) est consid\u00e9r\u00e9e comme une technologie prometteuse pour la d\u00e9carbonation du transport, notamment pour la mobilit\u00e9 lourde. Cependant, les obstacles li\u00e9s \u00e0 la durabilit\u00e9 des P\u00e0C restent une pr\u00e9occupation majeure pour une adoption \u00e0 grande \u00e9chelle de cette technologie. La durabilit\u00e9 des P\u00e0C d\u00e9pend principalement des d\u00e9gradations rencontr\u00e9es lors de son utilisation. Par cons\u00e9quent, les m\u00e9canismes de pr\u00e9diction du vieillissement doivent \u00eatre int\u00e9gr\u00e9s aux strat\u00e9gies de contr\u00f4le. Ancr\u00e9e dans ce contexte, cette th\u00e8se a pour objectif de mettre en place une approche hybride pour la pr\u00e9diction des processus de vieillissement d&rsquo;une pile \u00e0 combustible de technologie PEM (Proton Exchange Membrane). L\u2019id\u00e9e est de faire usage \u00e0 la fois des lois physiques qui r\u00e9gissent la dynamique de ces syst\u00e8mes et de mod\u00e8les de pr\u00e9diction d&rsquo;apprentissage automatique quasi-interpr\u00e9tables.Dans un premier temps, une approche mod\u00e8le-mod\u00e8le a \u00e9t\u00e9 conduite.\n\n<\/div><\/blockquote>\nPour en savoir plus : <a href=\"https:\/\/theses.hal.science\/tel-05017185v1\" target=\"_blank\" rel=\"noopener\">\u00c9tudes pr\u00e9dictives des processus de vieillissement des piles \u00e0 combustible \u00e0 membrane d&rsquo;\u00e9change de protons par approche hybride<\/a>","protected":false},"excerpt":{"rendered":"<p>De mani\u00e8re \u00e0 satisfaire \u00e0 des exigences de plus en plus strictes en termes d\u2019\u00e9missions de CO2, la pile \u00e0 combustible (P\u00e0C) est consid\u00e9r\u00e9e comme une technologie prometteuse pour la d\u00e9carbonation du transport, notamment pour la mobilit\u00e9 lourde. Cependant, les obstacles li\u00e9s \u00e0 la durabilit\u00e9 des P\u00e0C restent une pr\u00e9occupation majeure pour une adoption \u00e0 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":54411,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[20,57,16],"tags":[35,58],"class_list":["post-55260","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actualite-aeronautique","category-nouveaux-carburants","category-rti","tag-actualites","tag-hydrogene"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u00c9tudes pr\u00e9dictives des processus de vieillissement des piles \u00e0 combustible \u00e0 membrane d&#039;\u00e9change de protons par approche hybride | Ton Site<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.nae.fr\/2025\/04\/07\/etudes-predictives-des-processus-de-vieillissement-des-piles-a-combustible-a-membrane-dechange-de-protons-par-approche-hybride\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00c9tudes pr\u00e9dictives des processus de vieillissement des piles \u00e0 combustible \u00e0 membrane d&#039;\u00e9change de protons par approche hybride | Ton Site\" \/>\n<meta property=\"og:description\" content=\"De mani\u00e8re \u00e0 satisfaire \u00e0 des exigences de plus en plus strictes en termes d\u2019\u00e9missions de CO2, la pile \u00e0 combustible (P\u00e0C) est consid\u00e9r\u00e9e comme une technologie prometteuse pour la d\u00e9carbonation du transport, notamment pour la mobilit\u00e9 lourde. Cependant, les obstacles li\u00e9s \u00e0 la durabilit\u00e9 des P\u00e0C restent une pr\u00e9occupation majeure pour une adoption \u00e0 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.nae.fr\/2025\/04\/07\/etudes-predictives-des-processus-de-vieillissement-des-piles-a-combustible-a-membrane-dechange-de-protons-par-approche-hybride\/\" \/>\n<meta property=\"og:site_name\" content=\"NAE\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-07T06:38:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.nae.fr\/wp-content\/uploads\/2026\/06\/tel.logo_.fr_.png\" \/>\n\t<meta property=\"og:image:width\" content=\"695\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"adminwa\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" 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