A public data-set for synchronous motor electrical faults diagnosis with CNN and LSTM reference classifiers

In the last two decades, motor operation monitoring tools have become a necessity, and many studies focus on the detection and diagnosis of motor electrical faults. However, at present, a core obstacle that prevents the direct comparison of such classification techniques is the lack of a standard da...

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Bibliografski detalji

Glavni autori:	Zhenglong Sun, Ram Machlev, Qianchao Wang, Juri Belikov, Yoash Levron, Dmitry Baimel
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2023-10-01
Serija:	Energy and AI
Teme:	Motor faults Synchronous motors Public data-set Classification Deep-learning CNN LSTM
Online pristup:	http://www.sciencedirect.com/science/article/pii/S2666546823000460
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