Fault Sign Detection Method for Rotators based on One-class Support Vector Machine with Successive Multi-level Class Construction

A new fault sign detection method for rotators based on one-class support vector machine is proposed. The vibration of rotators occurs not only during faulty operation, but also during normal operation. Furthermore, faults are rare events, and it is difficult to obtain an indication of fault occurre...

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Veröffentlicht in:	Denki Gakkai ronbunshi. D, Sangyō ōyō bumonshi Sangyō ōyō bumonshi, 2017-01, Vol.137 (12), p.858-865
Hauptverfasser:	Nakao, Koji, Toyama, Tatsushi, Hayashi, Takanori, Hori, Takamasa, Hamagami, Tomoki
Format:	Artikel
Sprache:	eng ; jpn
Schlagworte:	Support vector machines
Online-Zugang:	Volltext
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