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Volumn 27, Issue 9, 2007, Pages 48-51

Power transformer fault diagnosis based on least square support vector machine

Author keywords

Dissolved gas analysis; Fault diagnosis; Least square support vector machine; Power transformer

Indexed keywords

BACKPROPAGATION; NEURAL NETWORKS; SUPPORT VECTOR MACHINES;

EID: 34648831890     PISSN: 10066047     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (13)
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    • Li, J.1    Cai, H.2    Ding, X.-Q.3
  • 2
    • 0142261066 scopus 로고    scopus 로고
    • Fault diagnosis model for power transformer based on support vector machine and dissolved gas analysis
    • DONG Ming, MENG Yuan-yuan, XU Chang-xiang, et al. Fault diagnosis model for power transformer based on support vector machine and dissolved gas analysis[J]. Proceedings of the CSEE, 2003, 23(7): 88-92.
    • (2003) Proceedings of the CSEE , vol.23 , Issue.7 , pp. 88-92
    • Dong, M.1    Meng, Y.-Y.2    Xu, C.-X.3
  • 3
    • 26844434765 scopus 로고    scopus 로고
    • A multi-AI methods based model for synthetic diagnosis of transformer faults
    • MO Juan, YAN Zhang, LI hua, et al. A multi-AI methods based model for synthetic diagnosis of transformer faults[J]. Automation of Electric Power Systems, 2005, 29(18): 85-89.
    • (2005) Automation of Electric Power Systems , vol.29 , Issue.18 , pp. 85-89
    • Mo, J.1    Yan, Z.2    Li, H.3
  • 4
    • 33749463482 scopus 로고    scopus 로고
    • Application of knowledge roughness-based multivariate decision tree in transformer fault diagnosis system
    • LI Jing-hua, LI Ran. Application of knowledge roughness-based multivariate decision tree in transformer fault diagnosis system[J]. Electric Power Automation Equipment, 2005, 25(10): 40-43.
    • (2005) Electric Power Automation Equipment , vol.25 , Issue.10 , pp. 40-43
    • Li, J.-H.1    Li, R.2
  • 5
    • 33749462583 scopus 로고    scopus 로고
    • Fuzzy diagnosis system optimized with genetic algorithm for power transformer
    • XIE Ke-fu, LUO An. Fuzzy diagnosis system optimized with genetic algorithm for power transformer[J]. Electric Power Automation Equipment, 2005, 25(4): 55-58.
    • (2005) Electric Power Automation Equipment , vol.25 , Issue.4 , pp. 55-58
    • Xie, K.-F.1    Luo, A.2
  • 6
    • 33749459407 scopus 로고    scopus 로고
    • Extension set method for power transformer fault diagnosis
    • LI Zheng, MA Hong-zhong. Extension set method for power transformer fault diagnosis[J]. Electric Power Automation Equipment, 2004, 24(11): 14-17.
    • (2004) Electric Power Automation Equipment , vol.24 , Issue.11 , pp. 14-17
    • Li, Z.1    Ma, H.-Z.2
  • 7
    • 18944372430 scopus 로고    scopus 로고
    • Knowledge discovery in neural networks with application to transformer failure diagnosis
    • CASTRO A R G C, MIRANDA V. Knowledge discovery in neural networks with application to transformer failure diagnosis[J]. IEEE Transactions on Power Systems, 2005, 20(2): 717-724.
    • (2005) IEEE Transactions on Power Systems , vol.20 , Issue.2 , pp. 717-724
    • Castro, A.R.G.C.1    Miranda, V.2
  • 8
    • 20544463991 scopus 로고    scopus 로고
    • Fuzzy SVM-based multilevel binary tree classifier for fault diagnosis of hydro-turbine speed regulating system
    • ZHANG Guo-yun, ZHANG Jing. Fuzzy SVM-based multilevel binary tree classifier for fault diagnosis of hydro-turbine speed regulating system[J]. Proceedings of the CSEE, 2005, 25(8): 100-104.
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    • Zhang, G.-Y.1    Zhang, J.2
  • 9
    • 22744446775 scopus 로고    scopus 로고
    • Short-term load forecasting based on wavelet transform and least square support vector machines
    • YANG Yan-xi, LIU Ding. Short-term load forecasting based on wavelet transform and least square support vector machines[J]. Power System Technology, 2005, 29(13): 60-64.
    • (2005) Power System Technology , vol.29 , Issue.13 , pp. 60-64
    • Yang, Y.-X.1    Liu, D.2
  • 10
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    • Assessment of surface contamination of high voltage insulator based on least squares support vector machine
    • JIAO Shang-bin, LIU Ding. Assessment of surface contamination of high voltage insulator based on least squares support vector machine[J]. Automation of Electric Power Systems, 2006, 30(6): 61-65.
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  • 11
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    • Forecasting of gas concentration in power transformer oil based on least square support vector machine
    • XIAO Yan-cai, CHEN Xiu-hai, ZHU Heng-jun. Forecasting of gas concentration in power transformer oil based on least square support vector machine[J]. Power System Technology, 2006, 30(11): 91-94.
    • (2006) Power System Technology , vol.30 , Issue.11 , pp. 91-94
    • Xiao, Y.-C.1    Chen, X.-H.2    Zhu, H.-J.3
  • 12
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  • 13
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    • An analysis of multi-class support vector machines
    • ZHENG Yong-tao, LIU Yu-shu. An analysis of multi-class support vector machines[J]. Computer Engineering and Applications, 2005, 41(23): 190-192.
    • (2005) Computer Engineering and Applications , vol.41 , Issue.23 , pp. 190-192
    • Zheng, Y.-T.1    Liu, Y.-S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.