Metamodel for Efficient Estimation of Capacity-Fade Uncertainty in Li-Ion Batteries for Electric Vehicles

Metamodel for Efficient Estimation of Capacity-Fade Uncertainty in Li-Ion Batteries for Electric Vehicles

This paper presents an efficient method for estimating capacity-fade uncertainty in lithium-ion batteries (LIBs) in order to integrate them into the battery-management system (BMS) of electric vehicles, which requires simple and inexpensive computation for successful application. The study uses the...

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Bibliographic Details
Main Authors: Jaewook Lee, Woosuk Sung, Joo-Ho Choi
Format: Article
Language:English
Published: MDPI AG 2015-06-01
Series:Energies
Subjects:
lithium-ion battery
capacity fade
electrochemical model
battery management system
electric vehicles
uncertainty estimation
Markov Chain Monte Carlo
metamodel
Online Access:http://www.mdpi.com/1996-1073/8/6/5538

Internet

http://www.mdpi.com/1996-1073/8/6/5538

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