Diagnosis of inter-turn short circuit fault in IPMSMs based on the combined use of greedy tracking and random forest

Diagnosis of inter-turn short circuit fault in IPMSMs based on the combined use of greedy tracking and random forest

Inter-turn short circuit (ITSC) is a frequent fault of interior permanent magnet synchronous motors (IPMSM). If ITSC faults are not promptly monitored, it may result in secondary faults or even cause extensive damage to the entire motor. To enhance the reliability of IPMSMs, this paper introduces a...

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Bibliographic Details
Main Authors: Jianping Wang, Jian Ma, Dean Meng, Xuan Zhao, Kai Zhang, Qiquan Liu, Kejie Xu
Format: Article
Language:English
Published: Polish Academy of Sciences 2024-02-01
Series:Bulletin of the Polish Academy of Sciences: Technical Sciences
Subjects:
inter-turn short circuit (itsc)
interior permanent magnet synchronous motors (ipmsm)
matching-pursuit (ccstomp) algorithm
sparse coefficients
random forest
Online Access:https://journals.pan.pl/Content/130024/PDF/BPASTS_2023_72_2_3659.pdf

Internet

https://journals.pan.pl/Content/130024/PDF/BPASTS_2023_72_2_3659.pdf

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