State of Charge Estimation of Lithium-Ion Batteries Using LSTM and NARX Neural Networks

Highly accurate state of charge (SOC) estimation of lithium-ion batteries is one of the key technologies of battery management systems in electric vehicles. The performance of SOC estimation directly influences the driving range and safety of these vehicles. Due to external disturbances, temperature...

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Hlavní autoři:	Meng Wei, Min Ye, Jia Bo Li, Qiao Wang, Xinxin Xu
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2020-01-01
Edice:	IEEE Access
Témata:	Electric vehicles state of charge lithium-ion batteries NARX LSTM
On-line přístup:	https://ieeexplore.ieee.org/document/9224979/
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