Machine learning and wavelet analysis for diagnosis & classification of faults in belt drive

The fault diagnosis and classification in rotating machine elements is a part of the condition monitoring. Application of Machine learning concepts in condition monitoring can enhance the quality of work. This condition monitoring can be achieved by making use of vibration data, that is collected us...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Kumar, Sujesh, Lokesha, M., Kiran Kumar, M. V., Istijono, Bambang
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Belt drives Belt filters Classification Data acquisition Fault detection Fault diagnosis Machine learning Machinery condition monitoring Rotating machinery Rotating machines Support vector machines Vibration monitoring Wavelet analysis Wavelet transforms
Online-Zugang:	Volltext
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