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SOH estimation and RUL prediction of lithium batteries based on multidomain feature fusion and CatBoost model

Abstract In this paper, a lithium‐ion battery State of Health (SOH) estimation algorithm is proposed based on the fusion of multidomain features and the application of a CatBoost model. The aim is to address the issue of low prediction accuracy in SOH caused by the utilization of single‐feature extr...

Бүрэн тодорхойлолт

-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Mei Zhang, Jun Yin, Wanli Chen
Формат: Artigo
Хэл сонгох:Inglês
Хэвлэсэн: Wiley 2023-09-01
Цуврал:Energy Science & Engineering
Нөхцлүүд:
Онлайн хандалт:https://doi.org/10.1002/ese3.1506
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