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Laser & Optoelectronics Progress, Volume. 59, Issue 23, 2312002(2022)

Gearbox Fault Detection Based on Self-Mixing Interference Technology and Hilbert-Huang Transform

Xuming Zhou*, Peng Xu, Fenni Zhao, and Pengfei Li
Author Affiliations
  • Logistics University of People’s Armed Police Force, Tianjin 300309, China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (12)
    Equations (9)
    References (17)
    Cited By (1)
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    Figures & Tables(12)
    Schematic diagram of three mirror cavity

    Fig. 1. Schematic diagram of three mirror cavity

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    Waveform of output power P when C = 1.3, A=1.5λ0, and α=3

    Fig. 2. Waveform of output power P when C = 1.3, A=1.5λ0, and α=3

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    Schematic diagram of detection platform

    Fig. 3. Schematic diagram of detection platform

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    SMI waveform of 47 tooth wear fault of sun wheel

    Fig. 4. SMI waveform of 47 tooth wear fault of sun wheel

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    IMF component Ⅰ of HHT

    Fig. 5. IMF component Ⅰ of HHT

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    IMF component Ⅱ of HHT

    Fig. 6. IMF component Ⅱ of HHT

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    IMF component Ⅲ of HHT

    Fig. 7. IMF component Ⅲ of HHT

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    IMF component Ⅳ of HHT

    Fig. 8. IMF component Ⅳ of HHT

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    Hilbert spectrum of gear wear fault

    Fig. 9. Hilbert spectrum of gear wear fault

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    • Table 1. Number of teeth and rated speed data

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      Table 1. Number of teeth and rated speed data

      CompositionDriving wheelSun wheelPlanet wheelOutput shaft
      Number of teeth1147 and 1259 and 1555
      Rated speed /（r·s-1）125.81529.4465.9891.634

    • Table 2. Number of teeth and speed regulation data

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      Table 2. Number of teeth and speed regulation data

      CompositionDriving wheelSun wheelPlanet wheelOutput shaft
      Number of teeth1147 and 1259 and 1555
      Rated speed /（r·s-1）143.277780.666670.18181

    • Table 3. Hilbert spectrum data

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      Table 3. Hilbert spectrum data

      Time /s0.57440.89051.22401.75002.06903.07603.39103.71603.96504.28404.5700
      Instantaneous frequency /Hz483.8439.2159.7432.4520.6476.8463.5225.4361.1223.9186.7
      Time interval /s/0.31610.3335/0.3190/0.31500.32500.24900.31900.2860
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    Xuming Zhou, Peng Xu, Fenni Zhao, Pengfei Li. Gearbox Fault Detection Based on Self-Mixing Interference Technology and Hilbert-Huang Transform[J]. Laser & Optoelectronics Progress, 2022, 59(23): 2312002

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Sep. 30, 2021

    Accepted: Nov. 15, 2021

    Published Online: Jan. 11, 2023

    The Author Email: Xuming Zhou (zhou05008@126.com)

    DOI:10.3788/LOP202259.2312002

    Topics

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