Unsupervised deviation detection by GMM - A simulation study

A new approach to improve fault detection of electrical machines is proposed. The increased usage of electrical machines and the higher demands on their availability requires new approaches to fault detection. In this paper we demonstrate that it is possible to detect a certain fault on a PMSM (Perm...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Svensson, M., Rognvaldsson, T., Byttner, S., West, M., Andersson, B.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Data mining fault detection machine learning mechatronics PMSM
Online-Zugang:	Volltext bestellen
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