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Laser & Infrared, Volume. 54, Issue 3, 416(2024)

Infrared diagnosis of rolling bearing faults based on WGAN-GP and CNN-SVM

ZHOU Jian-min1,2, SHEN Xi-wen1,2, and LIU Lu-lu1,2
Author Affiliations
  • 1Key Laboratory of Transportation Equipment and Logistics of Jiangxi Province, East China Jiaotong University, Nanchang 330000, China
  • 2School of Mechanicals and Vehicle Engineering, East China Jiaotong University, Nanchang 330000, China
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    ZHOU Jian-min, SHEN Xi-wen, LIU Lu-lu. Infrared diagnosis of rolling bearing faults based on WGAN-GP and CNN-SVM[J]. Laser & Infrared, 2024, 54(3): 416

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    Paper Information

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    Received: May. 8, 2023

    Accepted: Jun. 4, 2025

    Published Online: Jun. 4, 2025

    The Author Email:

    DOI:10.3969/j.issn.1001-5078.2024.03.013

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology