Battery aging and behavioral pattern identification: A fleet analytics framework for regulatory compliance testing

Battery Electric Vehicles (BEVs) face stringent regulatory requirements for battery durability, with Euro 7 and Advanced Clean Cars II (ACCII) regulations mandating State of Health (SoH) thresholds of 70% after 8 years or 160,000km and 10 years or 240,000km, respectively. Current testing protocols r...

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Autori principali:	Robin Saam, Ludwig Hagen Letzig, Jens Grabow, Ralf Benger, Ines Hauer
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Elsevier 2026-05-01
Serie:	Energy and AI
Soggetti:	Lithium-ion batteries Service life Data analytics Machine learning Fleet data Electric vehicle
Accesso online:	http://www.sciencedirect.com/science/article/pii/S2666546825002010
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