Comparative Analysis of Commonly Used Machine Learning Approaches for Li-Ion Battery Performance Prediction and Management in Electric Vehicles

Comparative Analysis of Commonly Used Machine Learning Approaches for Li-Ion Battery Performance Prediction and Management in Electric Vehicles

The significant role of Li-ion batteries (LIBs) in electric vehicles (EVs) emphasizes their advantages in terms of energy density, being lightweight, and being environmentally sustainable. Despite their obstacles, such as costs, safety concerns, and recycling challenges, LIBs are crucial in terms of...

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Bibliographic Details
Main Authors: Saadin Oyucu, Ferdi Doğan, Ahmet Aksöz, Emre Biçer
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
machine learning
state of health
Li-ion
battery
electrical vehicle
Online Access:https://www.mdpi.com/2076-3417/14/6/2306

Internet

https://www.mdpi.com/2076-3417/14/6/2306

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