The Effect of Voltage Dataset Selection on the Accuracy of Entropy-Based Capacity Estimation Methods for Lithium-Ion Batteries

The Effect of Voltage Dataset Selection on the Accuracy of Entropy-Based Capacity Estimation Methods for Lithium-Ion Batteries

It is important to accurately estimate the capacity of the battery in order to extend the service life of the battery and ensure the reliable operation of the battery energy storage system. As entropy can quantify the regularity of a dataset, it can serve as a feature to estimate the capacity of bat...

Full description

Bibliographic Details
Main Authors: Xin Sui, Daniel-Ioan Stroe, Shan He, Xinrong Huang, Jinhao Meng, Remus Teodorescu
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Applied Sciences
Subjects:
lithium-ion battery
capacity estimation
entropy
current pulse
Online Access:https://www.mdpi.com/2076-3417/9/19/4170

Similar Items

Similar Items