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Intelligent Lithium-Ion Battery State of Charge (SOC) Estimation Methods

Shunli Wang

出版	Cambridge Scholars Publishing, 2023
ISBN	15275530949781527553095
URL	http://books.google.com.hk/books?id=wS5n0AEACAAJ&hl=&source=gbs_api

註釋

To improve the accuracy and stability of power battery state of charge (SOC) estimation, this book proposes a SOC estimation method for power lithium batteries based on the fusion of deep learning and filtering algorithms. More specifically, the book proposes a SOC estimation method for Li-ion batteries using bi-directional long and short-term memory neural networks (BiLSTM), which overcomes the problem that long and short-term memory neural networks (LSTM) po.