SOC estimation of power lithium battery based on GA-BP neural network

In order to promote the power, economy and safety of new energy vehicles and estimate accurately the state of charge(SOC) of lithium batteries for vehicles, this paper takes pure electric vehicle power lithium batteries as the research object, uses genetic algorithm(GA) to optimize BP neural network...

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Hauptverfasser: Yu Meixin, Shi Wei, Jiang Long, Wang Hao
Format: Artigo
Sprache:Chinês
Veröffentlicht: National Computer System Engineering Research Institute of China 2020-01-01
Schriftenreihe:Dianzi Jishu Yingyong
Schlagworte:
power lithium battery
bp neural network
soc estimation
genetic algorithm
simulation analysis
Online Zugang:http://www.chinaaet.com/article/3000112484
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