Laser & Infrared, Volume. 54, Issue 8, 1277(2024)

Infrared feature extraction and correlation analysis for early warning of equipment faults

YANG Lei1, WANG Guo-li1, ZHU Li-xiao1, LI Yun-hong2、*, LI Li-min2, SU Xue-ping2, and WANG Mei2
Author Affiliations
  • 1CHN ENERGY Xinjiang Jilintai Hydropower Development Co., Ltd, Yili 835000, China
  • 2School of Electronics and Information, Xi'an Polytechnic University, Xi'an 710048, China
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    References(8)

    [5] [5] Dragomir A, Adam M, Andruc M, et al. Considerations regarding infrared thermal stresses monitoring of electrical equipment[C]//2017 International Conference on Electromechanical and Power Systems (SIELMEN). IEEE, 2017: 100-103.

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    [7] [7] Cao Y, Gu X, Jin Q. Infrared technology in the fault diagnosis of substation equipment[C]//2008 China International Conference on Electricity Distribution. IEEE, 2008: 1-6.

    [8] [8] Hui Z, Fuzhen H. An intelligent fault diagnosis method for electrical equipment using infrared images[C]//2015 34th Chinese Control Conference (CCC). IEEE, 2015: 6372-6376.

    [12] [12] Liu X, Li J, Shao L, et al. Transformer fault early warning analysis based on hierarchical clustering combined with decision trees[J]. Energies, 2023, 16(3): 1168.

    [13] [13] Li Y, Hong F, Tian L, et al. Condition monitoring and early fault warning of power plant auxiliary equipment using LSTM-SDAE model with an adaptive threshold[J]. Frontiers in Energy Research, 2023, 10: 1037539.

    [14] [14] Bai J, Cong P, Yu L, et al. Research on transformer fault diagnosis method based on principal component analysis and grey correlation analysis[C]//2021 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS). IEEE, 2021: 508-510.

    [17] [17] Sarita K, Devarapalli R, Kumar S, et al. Principal component analysis technique for early fault detection[J]. Journal of Intelligent & Fuzzy Systems, 2022, 42(2): 861-872.

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    YANG Lei, WANG Guo-li, ZHU Li-xiao, LI Yun-hong, LI Li-min, SU Xue-ping, WANG Mei. Infrared feature extraction and correlation analysis for early warning of equipment faults[J]. Laser & Infrared, 2024, 54(8): 1277

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    Paper Information

    Category:

    Received: Nov. 3, 2023

    Accepted: Apr. 30, 2025

    Published Online: Apr. 30, 2025

    The Author Email: LI Yun-hong (hitliyunhong@163.com)

    DOI:10.3969/j.issn.1001-5078.2024.08.015

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