Laser & Infrared, Volume. 54, Issue 8, 1277(2024)
Infrared feature extraction and correlation analysis for early warning of equipment faults
[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.
[6] [6] Li B, Zhu X, Zhao S, et al. HV power equipment diagnosis based on infrared imaging analyzing[C]//2006 International Conference on Power System Technology. IEEE, 2006: 1-4.
[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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Received: Nov. 3, 2023
Accepted: Apr. 30, 2025
Published Online: Apr. 30, 2025
The Author Email: LI Yun-hong (hitliyunhong@163.com)