Power transformer fault diagnosis by improved hybrid algorithm based on genetic algorithm and back propagation algorithm

Power System Technology

Volumn 28, Issue 4, 2004, Pages 30-33

  Wang, Shao Fang ^a   Cai, Jin Ding ^a   Liu, Qing Zhen ^a  

^a FUZHOU UNIVERSITY   (China)

Author keywords

Artificial neural network; Fault diagnosis; Genetic algorithm; Power transformer

Indexed keywords

BACKPROPAGATION; COMPUTATIONAL METHODS; ELECTRIC FAULT CURRENTS; GENETIC ALGORITHMS; HYBRID SENSORS; LEARNING SYSTEMS; NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORK (ANN); FAULT DIAGNOSIS; HYBRID ALGORITHM; POWER TRANSFORMERS;

ELECTRIC TRANSFORMERS;

EID: 2542428662     PISSN: 10003673     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. (Qian Zheng, Gao Wensheng, Shang Yong et al). BP (Application of data reliability analysis and BP neural network for transformer fault diagnosis) [J]. (High Voltage Engineering), 1999, 25(1): 13-15.
2. (Qian Zheng, Luo Chengmu, Yan Zhang et al). (Fault diagnosis of power transformer based on case-based reasoning integrated with neural network) [J]. (High Voltage Enginearing), 2000, 26(4): 4-8.
3. (Xu Wen, Wang Dazhong, Zhou Zequn et al). (Application of artificial neural network combined by genetic algorithm in fault diagnosis of power transformer) [J], (Proceedings of the CSEE), 1997, 17(2): 109-112.
4. (Zang Hongzhi, Xu Jianzheng, Yu Xiaodong). (Power transformer fault diagnosis based on integrated artificial intelligence) [J]. (Power System Technology), 2003, 27(3): 15-17.
5. (Zhou Jianhua, Hu Minqiang, Zhou E). CP-BP (On the application of CP-BP algorithm for DGA-NN diagnosis in power transformer) [J]. (Proceedings of the CSEE), 1999, 19(3): 41-45.
6. Rumelhart D B, Hinton G E, Williams R J. Learning internal representations by error propagation in parallel distributed processing; explorations in microstructure of cognition [R]. Cambridge MA: MIT Press, 1986.
7. (Yun Weimin, Xi Yugeng). (The analysis on running mechanism of genetic algorithm) [J]. (Control Theory and Application ), 1996, 13(3): 32-35.
8. (Wang Caisheng, Sun Caixin, Liao Ruijin). BPNN (Monitoring transformer chromatography with BPNN faults diagnosis method) [J]. (Proceedings of the CSEE), 1997, 17(5): 322-325.
9. (Gao Ning, Gao Wensheng, Zhang Rui et al). (Application of ANN with principal component analysis method for the fault diagnosis of transformer) [J], (Advanced Technology of Electrical Engineering and Energy), 1999, 18(2): 44-48.