A Novel Feature Extraction and Fault Detection Technique for the Intelligent Fault Identification of Water Pump Bearings

The reliable and cost-effective condition monitoring of the bearings installed in water pumps is a real challenge in the industry. This paper presents a novel strong feature selection and extraction algorithm (SFSEA) to extract fault-related features from the instantaneous power spectrum (IPS). The...

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Bibliographische Detailangaben
Veröffentlicht in:Sensors (Basel)
Hauptverfasser: Irfan, Muhammad, Alwadie, Abdullah Saeed, Glowacz, Adam, Awais, Muhammad, Rahman, Saifur, Khan, Mohammad Kamal Asif, Jalalah, Mohammad, Alshorman, Omar, Caesarendra, Wahyu
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2021
Schlagworte:
Communication
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8234243/
https://ncbi.nlm.nih.gov/pubmed/34203066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21124225
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