Adaptive Gaussian Process Regression Based Remaining Useful Life Prediction of PEMFC Incorporating An Improved Health Indicator

Considering the importance of the proton exchange membrane fuel cells(PEMFC) to daily life and industry, this paper makes the remaining useful life(RUL) prediction of the PEMFC based on two different environments. To this end, the improved health indicator is proposed to describe the health state of...

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Bibliographic Details

Published in:	Data Driven Control and Learning Systems Conference (Online) pp. 1080 - 1085
Main Authors:	Tang, Lin, Yang, Xu, Gao, JingJing, Huang, Jian, Cui, JiaRui
Format:	Conference Proceeding
Language:	English
Published:	IEEE 03.08.2022
Subjects:	adaptive Gaussian process regression algorithm Adaptive systems Aging Artificial neural networks Gaussian processes improved health indicator Learning systems life prediction Prediction methods proton exchange membrane fuel cell Protons
ISSN:	2767-9861
Online Access:	Get full text
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