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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Bibliographic Details

Published in:	IET renewable power generation Vol. 18; no. 3; pp. 372 - 383
Main Authors:	Wang, Jiayang, Zhang, Xinghao, Han, Yifeng, Lai, Chun Sing, Dong, Zhekang, Ma, Guojin, Gao, Mingyu
Format:	Journal Article
Language:	English
Published:	Wiley 01.02.2024
Subjects:	circuit design denoising autoencoder gated recurrent unit memristor state of charge estimation
ISSN:	1752-1416, 1752-1424
Online Access:	Get full text
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