A Fast Prediction of Open-Circuit Voltage and a Capacity Estimation Method of a Lithium-Ion Battery Based on a BP Neural Network

A Fast Prediction of Open-Circuit Voltage and a Capacity Estimation Method of a Lithium-Ion Battery Based on a BP Neural Network

The battery is an important part of pure electric vehicles and hybrid electric vehicles, and its state and parameter estimation has always been a big problem. To determine the available energy stored in a battery, it is necessary to know the current state-of-charge (SOC) and the capacity of the batt...

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Bibliographic Details
Main Authors: Wenkang Bao, Haidong Liu, Yuedong Sun, Yuejiu Zheng
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Batteries
Subjects:
lithium-ion battery
open-circuit voltage
capacity estimation
BP neural network
Online Access:https://www.mdpi.com/2313-0105/8/12/289

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