State-of-charge sequence estimation of lithium-ion battery based on bidirectional long short-term memory encoder-decoder architecture

State-of-charge (SOC) estimation of lithium-ion batteries based on deep learning techniques has been receiving considerable attention. However, most deep-learning-based methods focus on SOC estimation at fixed ambient temperatures and cannot provide useful indications for battery state in real-world...

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Bibliographic Details

Published in:	Journal of power sources Vol. 449; p. 227558
Main Authors:	Bian, Chong, He, Huoliang, Yang, Shunkun, Huang, Tingting
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.02.2020
Subjects:	Bidirectional long short-term memory Encoder-decoder Lithium-ion battery State-of-charge sequence estimation Lithium-ion battery State-of-charge sequence estimation Encoder-decoder Bidirectional long short-term memory
ISSN:	0378-7753, 1873-2755
Online Access:	Get full text
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