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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Veröffentlicht in:	IET renewable power generation Jg. 18; H. 3; S. 372 - 383
Hauptverfasser:	Wang, Jiayang, Zhang, Xinghao, Han, Yifeng, Lai, Chun Sing, Dong, Zhekang, Ma, Guojin, Gao, Mingyu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Wiley 01.02.2024
Schlagworte:	circuit design denoising autoencoder gated recurrent unit memristor state of charge estimation
ISSN:	1752-1416, 1752-1424
Online-Zugang:	Volltext
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