{"id":7217,"date":"2026-04-07T12:00:29","date_gmt":"2026-04-07T12:00:29","guid":{"rendered":"https:\/\/detralytics.com\/?p=7217"},"modified":"2026-06-22T14:23:51","modified_gmt":"2026-06-22T14:23:51","slug":"actuarial-modeling-of-battery-insurance-for-electric-vehicles","status":"publish","type":"post","link":"https:\/\/detralytics.com\/fr\/publications\/actuarial-modeling-of-battery-insurance-for-electric-vehicles\/","title":{"rendered":"Mod\u00e9lisation actuarielle de l'assurance des batteries pour v\u00e9hicules \u00e9lectriques"},"content":{"rendered":"
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Mod\u00e9lisation actuarielle de l'assurance des batteries pour v\u00e9hicules \u00e9lectriques<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Detra Note 2026-1<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Introduction<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Cet article d\u00e9veloppe un cadre stochastique pour mod\u00e9liser la d\u00e9gradation de la capacit\u00e9 des batteries, dans le but de concevoir des produits d\u2019assurance pour les v\u00e9hicules \u00e9lectriques. Le processus de d\u00e9gradation est d\u2019abord d\u00e9crit par un mouvement brownien avec d\u00e9rive, conduisant \u00e0 une distribution exploitable de la dur\u00e9e de vie d\u00e9finie comme le temps de premier passage sous un seuil de d\u00e9faillance. L\u2019h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 entre les v\u00e9hicules est ensuite int\u00e9gr\u00e9e via des effets al\u00e9atoires refl\u00e9tant le type de batterie et les comportements individuels, induisant ainsi des corr\u00e9lations entre les temps de d\u00e9faillance analogues aux composantes syst\u00e9miques des mod\u00e8les de mortalit\u00e9. L\u2019approche propos\u00e9e met l\u2019accent sur la mod\u00e9lisation distributionnelle des dur\u00e9es de vie plut\u00f4t que sur la pr\u00e9diction en temps r\u00e9el, rapprochant ainsi l\u2019assurance des batteries des math\u00e9matiques traditionnelles de l\u2019assurance vie, tout en la distinguant d\u2019une grande partie de la litt\u00e9rature en ing\u00e9nierie consacr\u00e9e \u00e0 la dur\u00e9e de vie utile restante. Enfin, cette approche est illustr\u00e9e par un exemple num\u00e9rique simple r\u00e9alis\u00e9 \u00e0 partir de donn\u00e9es simul\u00e9es.<\/p><\/div><\/div><\/div>

Mots-cl\u00e9s : <\/span><\/strong>Battery capacity, lifetime modeling, experience rating, credibility model.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Secteur : <\/b>Assurance<\/p>

<\/b>Domaine : <\/b>Non-Vie<\/p>

Auteurs : <\/b>Michel Denuit & Julien Trufin<\/p>

\u00c9diteur :<\/b> Detralytics<\/p>

Date:<\/b> Avril 2026<\/p>

Langue :<\/b> Anglais<\/p>

Pages:<\/b> 19<\/p>

R\u00e9f\u00e9rence :<\/b> Detra Note 2026-1<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\u00c0 propos des auteurs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"Michel\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Michel Denuit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Michel est conseiller scientifique chez Detralytics, ainsi que professeur en sciences actuarielles \u00e0 l\u2019Universit\u00e9 catholique de Louvain. Il dispose d\u2019une exp\u00e9rience internationale en tant que professeur invit\u00e9 et a men\u00e9 de nombreux projets en collaboration avec l\u2019industrie. Chez Detralytics, Michel accompagne les jeunes talents, dispense des formations de pointe, stimule l\u2019innovation et supervise les projets de R&D.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"Julien\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Julien Trufin<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Julien est Scientific Advisor chez Detralytics et Professeur en sciences actuarielles au sein du d\u00e9partement de math\u00e9matiques de l\u2019Universit\u00e9 Libre de Bruxelles. Il poss\u00e8de une exp\u00e9rience en tant que consultant et un solide parcours acad\u00e9mique d\u00e9velopp\u00e9 au sein d\u2019institutions de renom, dont l\u2019Universit\u00e9 Laval (Canada), l\u2019UCL et l\u2019ULB (Belgique). Chez Detralytics, Julien encadre les jeunes talents, dispense des formations de pointe, stimule l\u2019innovation et supervise les projets de R&D.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tAll Publications<\/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\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

This paper develops a stochastic framework for modeling battery capacity degradation, with the aim of designing insurance products for electric vehicles. <\/p>","protected":false},"author":1,"featured_media":7218,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[158,133],"tags":[131,144],"class_list":["post-7217","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-158","category-publications","tag-detranote","tag-news"],"yoast_head":"\nDetra Note : Actuarial modeling of battery insurance for electric vehicles<\/title>\n<meta name=\"description\" content=\"This paper develops a stochastic framework for modeling battery capacity degradation to design insurance products for electric vehicles.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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