A Review of Machine Learning Applications for Li-Ion Battery State Estimation in Electric Vehicles
Author:
Affiliation:
1. School of Electrical & Electronic Engineering, Nanyang Technological University,Singapore
2. Infineon Technologies AP Pte Ltd,Department of Automotive System Engineering,Singapore
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10003265/10003473/10003481.pdf?arnumber=10003481
Reference37 articles.
1. Machine Learning Applied to Electrified Vehicle Battery State of Charge and State of Health Estimation: State-of-the-Art
2. State-of-health estimation for the lithium-ion battery based on support vector regression
3. Predicting the state of charge and health of batteries using data-driven machine learning
4. State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network;li;J Power Sources,2020
5. Maximizing performance of fuel cell using artificial neural network approach for smart grid applications
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