A Robust Hybrid Filtering Method for Accurate Battery Remaining Useful Life Prediction

Accurate remaining useful life (RUL) prediction under the noisy environment is a big challenge for the health management of modern industrial systems since the extraction of the accurate data structure from heavily corrupted data is difficult. In recent years, the kernel adaptive filter (KAF) has be...

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Bibliographic Details
Main Authors: Xifeng Li, Libiao Peng, Le Gao, Dongjie Bi, Xuan Xie, Yongle Xie
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8703743/