Comparative Study-Based Data-Driven Models for Lithium-Ion Battery State-of-Charge Estimation

Comparative Study-Based Data-Driven Models for Lithium-Ion Battery State-of-Charge Estimation

Batteries have been considered a key element in several applications, ranging from grid-scale storage systems through electric vehicles to daily-use small-scale electronic devices. However, excessive charging and discharging will impair their capabilities and could cause their applications to fail c...

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Bibliographic Details
Main Authors: Hossam M. Hussein, Mustafa Esoofally, Abhishek Donekal, S M Sajjad Hossain Rafin, Osama Mohammed
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Batteries
Subjects:
energy storage systems
electric vehicles
state of charge
data-driven models
LSTM
random forest regression
Online Access:https://www.mdpi.com/2313-0105/10/3/89

Internet

https://www.mdpi.com/2313-0105/10/3/89

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