SOC Estimation of Large Capacity Lithium Batteries Based on LWOA-LSTM

Accurate prediction of the state of charge (SOC) of lithium batteries is crucial for their safe operation, and analyzing the SOC in different power grid modes is the basis for the comprehensive promotion of lithium batteries. This paper proposes a whale optimization algorithm based on Levy flight (L...

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Bibliographic Details
Main Authors: Hongzhong MA, Wenjing XUAN, Muyu ZHU, Yuelin CHEN
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2024-06-01
Series:Zhongguo dianli
Subjects:
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202312106
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