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Weak Fault Detection of Rotor Winding Inter-Turn Short Circuit in Excitation System Based on Residual Interval Observer

Gang Liu1, Xinqi Chen2,3,*, Lijuan Bao1, Linbo Xu2,3, Chaochao Dai1, Lei Yang2,3, Chengmin Wang4

1 Zhejiang Zheneng Jiahua Power Generation Co., Ltd., Hangzhou, 314201, China
2 Zhejiang Zheneng Technology Research Institute Co., Ltd., Hangzhou, 310000, China
3 Zhejiang Key Laboratory of High Efficiency, Energy Saving and Pollutant Control Technology for Thermal Power Generation, Hangzhou, 310000, China
4 Shanghai Jiaotong University, Shanghai, 200240, China

* Corresponding Author: Xinqi Chen. Email: email

Structural Durability & Health Monitoring 2023, 17(4), 337-351. https://doi.org/10.32604/sdhm.2022.023583

Abstract

Aiming at the fact that the rotor winding inter-turn weak faults can hardly be detected due to the strong electromagnetic coupling effect in the excitation system, an interval observer based on current residual is designed. Firstly, the mechanism of the inter-turn short circuit of the rotor winding in the excitation system is modeled under the premise of stable working conditions, and electromagnetic decoupling and system simplification are carried out through Park Transform. An interval observer is designed based on the current residual in the two-phase coordinate system, and the sensitive and stable conditions of the observer is preset. The fault diagnosis process based on the interval observer is formulated, and the observer gain matrix is convexly optimized by linear matrix inequality. The numerical simulation and experimental results show that the inter-turn short circuit weak fault is hardly detected directly through the current signal, but the fault is quickly and accurately diagnosed through the residual internal observer. Compared with the traditional fault diagnosis method based on excitation current, the diagnosis speed and accuracy are greatly improved, and the probability of misdiagnosis also decreases. This method provides a theoretical basis for weak fault identification of excitation systems, and is of great significance for the operation and maintenance of excitation systems.

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APA Style
Liu, G., Chen, X., Bao, L., Xu, L., Dai, C. et al. (2023). Weak fault detection of rotor winding inter-turn short circuit in excitation system based on residual interval observer. Structural Durability & Health Monitoring, 17(4), 337-351. https://doi.org/10.32604/sdhm.2022.023583
Vancouver Style
Liu G, Chen X, Bao L, Xu L, Dai C, Yang L, et al. Weak fault detection of rotor winding inter-turn short circuit in excitation system based on residual interval observer. Structural Durability Health Monit . 2023;17(4):337-351 https://doi.org/10.32604/sdhm.2022.023583
IEEE Style
G. Liu et al., "Weak Fault Detection of Rotor Winding Inter-Turn Short Circuit in Excitation System Based on Residual Interval Observer," Structural Durability Health Monit. , vol. 17, no. 4, pp. 337-351. 2023. https://doi.org/10.32604/sdhm.2022.023583



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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