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SOH estimation for lithium-ion batteries based on SAO-BiLSTM-KAN

To improve the estimation accuracy of the state of health (SOH) for lithium-ion batteries, a novel estimation method based on snow ablation optimization, bidirectional long short-term memory network and Kolmogorov-Arnold networks (SAO-BiLSTM-KAN) is proposed. Firstly, data is extracted from the batt...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: ZHANG Binqiao, ZOU Lin, WAN Gang
Fformat: Artigo
Iaith:Chinês
Cyhoeddwyd: zhejiang electric power 2026-01-01
Cyfres:Zhejiang dianli
Pynciau:
Mynediad Ar-lein:https://zjdl.cbpt.cnki.net/portal/journal/portal/client/paper/ee58c1ad2909cf0249370cfc0d4634f7
Tagiau: Ychwanegu Tag
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