FMECA and MFCC-Based Early Wear Detection in Gear Pumps in Cost-Aware Monitoring Systems

Gear pump failures in industrial settings are common due to their exposure to uneven high-pressure outputs within short time periods of machine operation and uncertainty. Improving the field and line clam are considered as the solutions for these failures, yet they are quite insufficient for optimal...

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Veröffentlicht in:	Electronics (Basel) 2021-12, Vol.10 (23), p.2939
Hauptverfasser:	Lee, Geon-Hui, Akpudo, Ugochukwu Ejike, Hur, Jang-Wook
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Automation Design Efficiency Failure Failure analysis Failure modes Feature extraction Gear pumps Hydraulics Iron oxides Machine learning Noise Performance evaluation R&D Research & development Signal processing Wavelet transforms Wear
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