Capacity Prognostics of Lithium-Ion Batteries using EMD Denoising and Multiple Kernel RVM

Capacity Prognostics of Lithium-Ion Batteries using EMD Denoising and Multiple Kernel RVM

Lithium-ion batteries are crucial to many types of electric equipments. Hence, lithium-ion battery capacity prognostic is significantly important, and it is yet very hard for the measured battery data that are regularly polluted by miscellaneous noises. In this paper, a battery capacity prognostic a...

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Bibliographic Details
Main Authors: Chaolong Zhang, Yigang He, Lifeng Yuan, Sheng Xiang
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Lithium-ion battery
capacity prognostic
EMD denoising
MKRVM
PSO
Online Access:https://ieeexplore.ieee.org/document/7950897/

Internet

https://ieeexplore.ieee.org/document/7950897/

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