MDGN: Circuit design of memristor‐based denoising autoencoder and gated recurrent unit network for lithium‐ion battery state of charge estimation

Due to the highly complex and non‐linear physical dynamics of lithium‐ion batteries, it is unfeasible to measure the state of charge (SOC) directly. Designing systems capable of accurate SOC estimation has become a key technology for battery management systems (BMS). Existing mainstream SOC estimati...

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Vydané v:	IET renewable power generation Ročník 18; číslo 3; s. 372 - 383
Hlavní autori:	Wang, Jiayang, Zhang, Xinghao, Han, Yifeng, Lai, Chun Sing, Dong, Zhekang, Ma, Guojin, Gao, Mingyu
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Wiley 01.02.2024
Predmet:	circuit design denoising autoencoder gated recurrent unit memristor state of charge estimation
ISSN:	1752-1416, 1752-1424
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