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...

Celý popis

Podrobná bibliografia

Vydané v:	Journal of power sources Ročník 449; s. 227558
Hlavní autori:	Bian, Chong, He, Huoliang, Yang, Shunkun, Huang, Tingting
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 15.02.2020
Predmet:	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
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!