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

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...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) 2022-05, Vol.69 (5), p.5277-5286
Hauptverfasser:	Mao, Lei, Liu, Zhongyong, Low, Derek, Pan, Weitao, He, Qingbo, Jackson, Lisa, Wu, Qiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Discrimination capacity Fault detection Fault diagnosis feature evaluation Feature extraction Floods Fuel cells Kernel Principal component analysis proton exchange membrane fuel cell (PEMFC) Proton exchange membrane fuel cells Protons Robustness System effectiveness Wavelet packets
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