OPTICS & OPTOELECTRONIC TECHNOLOGY, Volume. 23, Issue 4, 57(2025)

GIL Partial Discharge Monitoring Based on WFBG Long- and Short-Term Memory Network Transformation

HU Qing-xiong, LUO Jin-wen, LIU Shao-yong, WANG Jin-quan, and ZHANG Kun
Author Affiliations
  • Wudongde Hydropower Plant, China Changjiang Power Co, LTD, Luquan 651512, China
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    References(5)

    [2] [2] Xu Y, Li M, Li X,et al. Two-stage UHV GIL fault location based on ultrasonic sensor network[C]//Journal of Physics: Conference Series. IOP Publishing, 2023, 2615(1): 012012.

    [5] [5] Li Y, Zang C, Jiang L,et al. Analysis on common faults of gas insulated transmission line[C]//2020 4th International Conference on HVDC(HVDC). IEEE, 2020: 248-253.

    [6] [6] Wang Z, Gao J M, Wang R X,et al. Failure mode and effects analysis using Dempster-Shafer theory and TOPSIS method: Application to the gas insulated metal enclosed transmission line(GIL)[J]. Applied Soft Computing, 2018, 70: 633-647.

    [7] [7] Song Y, Tian H, Jia Z,et al. Distributed partial discharge acoustic signal detection and localization technology for GIL with built-in fiber optics[J]. Journal of Lightwave Technology, 2024, 42(14): 5068-5076.

    [13] [13] Tiwari S K, Kumaraswamidhas L A, Gautam C,et al. An auto-encoder based LSTM model for prediction of ambient noise levels[J]. Applied Acoustics, 2022, 195: 108849.

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    HU Qing-xiong, LUO Jin-wen, LIU Shao-yong, WANG Jin-quan, ZHANG Kun. GIL Partial Discharge Monitoring Based on WFBG Long- and Short-Term Memory Network Transformation[J]. OPTICS & OPTOELECTRONIC TECHNOLOGY, 2025, 23(4): 57

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    Paper Information

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    Received: Oct. 28, 2024

    Accepted: Aug. 12, 2025

    Published Online: Aug. 12, 2025

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