{"id":192029,"date":"2025-12-17T10:00:00","date_gmt":"2025-12-17T09:00:00","guid":{"rendered":"https:\/\/lineact.cesi.fr\/?post_type=projets&#038;p=192029"},"modified":"2025-12-19T10:32:27","modified_gmt":"2025-12-19T09:32:27","slug":"battl%e2%80%91eu-sustainable-and-transparent-battery-lifecycle-management-through-enhanced-data-tracking-and-user-privacy-in-electric-vehicles","status":"publish","type":"projets","link":"https:\/\/lineact.cesi.fr\/en\/projets\/battl%e2%80%91eu-sustainable-and-transparent-battery-lifecycle-management-through-enhanced-data-tracking-and-user-privacy-in-electric-vehicles\/","title":{"rendered":"BATTL\u2011EU \u2014 Sustainable and Transparent Battery Lifecycle Management through Enhanced Data Tracking and User Privacy in Electric Vehicles\/"},"content":{"rendered":"\n<div class=\"wp-block-group is-style-editorial-aside-big has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full is-resized list-partners\"><img loading=\"lazy\" decoding=\"async\" width=\"715\" height=\"205\" src=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/2025-10-28_14h40_49.png\" alt=\"\" class=\"wp-image-192027\" style=\"width:500px;height:auto\" srcset=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/2025-10-28_14h40_49.png 715w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/2025-10-28_14h40_49-360x103.png 360w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/2025-10-28_14h40_49-500x143.png 500w\" sizes=\"auto, (max-width: 715px) 100vw, 715px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group editorial__picture editorial__aside editorial__aside--big editorial__aside--picture is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-ad2f72ca wp-block-group-is-layout-flex\"><\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image alignleft size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"419\" height=\"133\" src=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/2025-10-28_10h48_50-1.png\" alt=\"\" class=\"wp-image-191997\" srcset=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/2025-10-28_10h48_50-1.png 419w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/2025-10-28_10h48_50-1-360x114.png 360w\" sizes=\"auto, (max-width: 419px) 100vw, 419px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Coordinator:<\/strong> University of Valenciennes LAMIH<\/li>\n\n\n\n<li><strong>Partners: <\/strong>CESI LINEACT, Dunasys, University of Valenciennes (LAMIH)<\/li>\n\n\n\n<li><strong>Funding:<\/strong> ANR Generic PRCE<\/li>\n\n\n\n<li><strong>Project budget:<\/strong> \u20ac994K<\/li>\n\n\n\n<li><strong>Project duration:<\/strong> 42 months<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>Sustainable and transparent battery lifecycle management through enhanced data tracking and respect for user privacy in electric vehicles.<\/p>\n\n\n\n<p>The Battl-EU project responds to the acceleration of the EV market (global demand for batteries +20%\/year by 2030, up to $410 billion) and European circularity\/traceability requirements, while the average battery life (\u2248 8\u201312 years) is significantly reduced by inappropriate driving and charging behaviors (\u201320 to \u201330% of lifespan), recycling remains low in Europe (~5% of Li-ion) and demand for raw materials could increase 20\u201325-fold by 2030, making reliable traceability essential (Batteries Directive, Green Deal). The literature and industry feedback converge: actual use (driving styles, charging habits and schedules, thermal and network context) has a significant impact on degradation, but remains poorly integrated into current BMS and battery passports, while data protection hinders the detailed exploitation of these factors. To address this, Battl-EU proposes a vehicle-edge-cloud architecture powered by the Dunasys box: onboard data collection, local analysis, and federated learning to account for heterogeneity and privacy (network, profiles, computing power), followed by recording of the battery passport on a permissioned blockchain to ensure integrity, traceability, and interoperability throughout the life cycle.<\/p>\n\n\n\n<p>The objectives are:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Optimize RUL through behavioral analysis and load planning<\/li>\n\n\n\n<li>Improving recycling through secure end-to-end traceability<\/li>\n\n\n\n<li>Ensuring GDPR compliance through decentralized processing<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"691\" height=\"489\" data-id=\"191987\" src=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/battl-eu-1.png\" alt=\"\" class=\"wp-image-191987\" srcset=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/battl-eu-1.png 691w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/battl-eu-1-360x255.png 360w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/battl-eu-1-500x354.png 500w\" sizes=\"auto, (max-width: 691px) 100vw, 691px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full wp-duotone-unset-1\"><img loading=\"lazy\" decoding=\"async\" width=\"852\" height=\"458\" data-id=\"191989\" src=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/Battl-eu-2.png\" alt=\"\" class=\"wp-image-191989\" srcset=\"https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/Battl-eu-2.png 852w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/Battl-eu-2-360x194.png 360w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/Battl-eu-2-500x269.png 500w, https:\/\/lineact.cesi.fr\/wp-content\/uploads\/2025\/10\/Battl-eu-2-768x413.png 768w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/figure>\n<figcaption class=\"blocks-gallery-caption wp-element-caption\">Image 1 : Overall architecture of the proposed solution Image 2 : Dependency between WPs<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>The WP organization covers: WP0 management, WP1 architecture and collection\/traceability protocol, WP2 driver profiles and usage modeling, WP3 Federated learning and SoH\/RUL models optimized for embedded systems, WP4 recommendation engine and online BMS optimization, WP5 dissemination and acceptability. The consortium brings together LAMIH\/UPHF (Edge-AI, privacy, blockchain, driving analysis), CESI LINEACT (optimization, simulation, human-centered approach, fog\/cloud), and Dunasys (telematics, field acquisition, box integration).<\/p>\n\n\n\n<p>CESI plays a pivotal role: co-coordination of WP2 (behavioral modeling, usage\u2192degradation coupling, synthetic profiles) and coordination of WP4 (multi-objective scheduling, real-time re-optimization, integration with the twin and BMS), contribution to WP1\/3\/5, and supervision of a thesis dedicated to load and route planning optimization\/recommendation, and involvement in the supervision of the two other theses led by the other partners, ensuring scientific continuity through to the demonstrators and industrial transfer.<\/p>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Battl-EU project is revolutionizing electric vehicle battery management with a vehicle-edge-cloud architecture. By integrating behavioral analysis, federated learning, and blockchain, it optimizes battery life, ensures complete traceability, and complies with European data privacy standards.<\/p>\n","protected":false},"featured_media":194146,"menu_order":0,"template":"","categories":[528],"tags":[],"class_list":["post-192029","projets","type-projets","status-publish","has-post-thumbnail","hentry","category-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BATTL\u2011EU \u2014 Sustainable and Transparent Battery Lifecycle Management through Enhanced Data Tracking and User Privacy in Electric Vehicles\/ - CESI LINEACT<\/title>\n<meta name=\"description\" content=\"Battl-EU optimizes battery life, ensures traceability and GDPR compliance through edge computing, AI, and blockchain.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lineact.cesi.fr\/en\/projets\/battl%e2%80%91eu-sustainable-and-transparent-battery-lifecycle-management-through-enhanced-data-tracking-and-user-privacy-in-electric-vehicles\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BATTL\u2011EU \u2014 Sustainable and Transparent Battery Lifecycle Management through Enhanced Data Tracking and User Privacy in Electric Vehicles\/ - 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