Evaluation Method for Feature Selection in Proton Exchange Membrane Fuel Cell Fault Diagnosis

IEEE Transactions on Industrial Electronics(2022)

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摘要
Considering the fact that various features can be used in proton exchange membrane fuel cell (PEMFC) fault diagnosis, while the lack of feature evaluation method brings great difficulty in selecting appropriate features at practical PEMFC applications, a generalized feature evaluation and selection method is urgently required in PEMFC fault diagnosis. This article proposes a novel feature evaluati...
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关键词
Feature extraction,Fault diagnosis,Principal component analysis,Kernel,Wavelet packets,Floods,Robustness
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