A Battery Health Monitoring Method Using Machine Learning: A Data-Driven Approach

A Battery Health Monitoring Method Using Machine Learning: A Data-Driven Approach

Batteries are combinations of electrochemical cells that generate electricity to power electrical devices. Batteries are continuously converting chemical energy to electrical energy, and require appropriate maintenance to provide maximum efficiency. Management systems having specialized monitoring f...

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Bibliographic Details
Main Authors: Shehzar Shahzad Sheikh, Mahnoor Anjum, Muhammad Abdullah Khan, Syed Ali Hassan, Hassan Abdullah Khalid, Adel Gastli, Lazhar Ben-Brahim
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Energies
Subjects:
battery health monitoring
feature extraction
knee-point calculation
machine learning
state of health
Online Access:https://www.mdpi.com/1996-1073/13/14/3658

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https://www.mdpi.com/1996-1073/13/14/3658

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