Multisensor-Driven Motor Fault Diagnosis Method Based on Visual Features

Generalization ability is a critical property for practical motor fault diagnosis (FD). By converting time-series to images, several studies have made certain achievements. However, they still have following limitations. First, multisensor information fusion is rarely considered. Second, it is time...

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Veröffentlicht in:	IEEE transactions on industrial informatics 2023-04, Vol.19 (4), p.5902-5914
Hauptverfasser:	Tang, Yao, Zhang, Xiaofei, Huang, Sheng, Qin, Guojun, He, Yunze, Qu, Yinpeng, Xie, Jinping, Zhou, Junhong, Long, Zhuo
Format:	Artikel
Sprache:	eng
Schlagworte:	Color Data integration Employee welfare Fault diagnosis Fault diagnosis (FD) Feature extraction Histograms Image color analysis Induction motors information fusion Medical imaging Multisensor fusion Pattern method (forecasting) Permanent magnets Reliability rotating motors Support vector machines Symmetrized dot pattern Synchronous motors visual features
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