메뉴 건너뛰기




Volumn 14, Issue , 2012, Pages 1226-1231

Fault diagnosis of power transformers using computational intelligence: A review

Author keywords

Computational intelligence; Fault diagnosis; Power transformers

Indexed keywords

DISSOLVED GAS ANALYSIS; FAULT DIAGNOSIS METHOD; HISTORICAL DEVELOPMENT; INTERNATIONAL JOURNALS; OIL-IMMERSED POWER TRANSFORMERS; TRANSFORMER FAULTS;

EID: 84863384670     PISSN: 18766102     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.egypro.2011.12.1080     Document Type: Conference Paper
Times cited : (61)

References (39)
  • 1
    • 0027242471 scopus 로고
    • An expert system for transformer fault diagnosis and maintenance using dissolved gas analysis
    • Lin CE, Ling JM, Huang CL. An expert system for transformer fault diagnosis and maintenance using dissolved gas analysis. IEEE Transactions on Power Delivery 1993, 8:231-238.
    • (1993) IEEE Transactions on Power Delivery , vol.8 , pp. 231-238
    • Lin, C.E.1    Ling, J.M.2    Huang, C.L.3
  • 2
    • 0027632435 scopus 로고
    • A fuzzy information approach to integrating different transformer diagnostic methods
    • Tomsovie K, Tapper M, Ingvarsson T. A fuzzy information approach to integrating different transformer diagnostic methods. IEEE Transactions on Power Delivery 1993, 8:1638-1646.
    • (1993) IEEE Transactions on Power Delivery , vol.8 , pp. 1638-1646
    • Tomsovie, K.1    Tapper, M.2    Ingvarsson, T.3
  • 3
    • 0031122214 scopus 로고    scopus 로고
    • Developing a new transformer fault diagnosis system through evolutionary fuzzy logic
    • Huang YC, Yang HT, Huang CL. Developing a new transformer fault diagnosis system through evolutionary fuzzy logic. IEEE Transactions on Power Delivery 1997, 12:761-767.
    • (1997) IEEE Transactions on Power Delivery , vol.12 , pp. 761-767
    • Huang, Y.C.1    Yang, H.T.2    Huang, C.L.3
  • 4
    • 0033207486 scopus 로고    scopus 로고
    • Adaptive fuzzy diagnosis system for dissolved gas analysis of power transformers
    • Yang HT, Liao CC. Adaptive fuzzy diagnosis system for dissolved gas analysis of power transformers. IEEE Transactions on Power Delivery 1999, 14:1342-1350.
    • (1999) IEEE Transactions on Power Delivery , vol.14 , pp. 1342-1350
    • Yang, H.T.1    Liao, C.C.2
  • 5
    • 0034186792 scopus 로고    scopus 로고
    • A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer
    • Su Q, Mi C, Lai LL, Austin P. A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer. IEEE Transactions on Power Systems 2000, 15:593-598.
    • (2000) IEEE Transactions on Power Systems , vol.15 , pp. 593-598
    • Su, Q.1    Mi, C.2    Lai, L.L.3    Austin, P.4
  • 9
    • 0035481368 scopus 로고    scopus 로고
    • A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis
    • Guardado JL, Naredo JL, Moreno P, Fuerte CR. A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis. IEEE Transactions on Power Delivery 2001, 16:643-647.
    • (2001) IEEE Transactions on Power Delivery , vol.16 , pp. 643-647
    • Guardado, J.L.1    Naredo, J.L.2    Moreno, P.3    Fuerte, C.R.4
  • 11
    • 0032186594 scopus 로고    scopus 로고
    • A combined ANN and expert system tool for transformer fault diagnosis
    • Wang Z, Liu Y, Griffin PJ. A combined ANN and expert system tool for transformer fault diagnosis. IEEE Transactions on Power Delivery 1998, 13:1224-1229.
    • (1998) IEEE Transactions on Power Delivery , vol.13 , pp. 1224-1229
    • Wang, Z.1    Liu, Y.2    Griffin, P.J.3
  • 12
    • 0038155365 scopus 로고    scopus 로고
    • Evolving neural nets for fault diagnosis of power transformers
    • Huang YC. Evolving neural nets for fault diagnosis of power transformers. IEEE Transactions on Power Delivery 2003, 18:843- 848.
    • (2003) IEEE Transactions on Power Delivery , vol.18 , pp. 843-848
    • Huang, Y.C.1
  • 13
    • 0037285104 scopus 로고    scopus 로고
    • Condition assessment of power transformers using genetic-based neural networks
    • Huang YC. "Condition assessment of power transformers using genetic-based neural networks, " IEE Proceedings-Science, Measurement and Technology 2003, 150:19-24.
    • (2003) IEE Proceedings-Science, Measurement and Technology , vol.150 , pp. 19-24
    • Huang, Y.C.1
  • 14
    • 0037248993 scopus 로고    scopus 로고
    • A novel extension method for transformer fault diagnosis
    • Wang MH. A novel extension method for transformer fault diagnosis. IEEE Transactions on Power Delivery 2003, 18:164-169.
    • (2003) IEEE Transactions on Power Delivery , vol.18 , pp. 164-169
    • Wang, M.H.1
  • 15
    • 0346780225 scopus 로고    scopus 로고
    • Extension neural network for power transformer incipient fault diagnosis
    • Wang MH. Extension neural network for power transformer incipient fault diagnosis. IEE Proceedings-Generation, Transmission and Distribution 2003, 150:679-685.
    • (2003) IEE Proceedings-Generation, Transmission and Distribution , vol.150 , pp. 679-685
    • Wang, M.H.1
  • 16
    • 0032136423 scopus 로고    scopus 로고
    • Intelligent decision support for diagnosis of incipient transformer faults using self-organizing polynomial networks
    • Yang HT, Huang YC. Intelligent decision support for diagnosis of incipient transformer faults using self-organizing polynomial networks. IEEE Transactions on Power Systems 1998, 13:946-952.
    • (1998) IEEE Transactions on Power Systems , vol.13 , pp. 946-952
    • Yang, H.T.1    Huang, Y.C.2
  • 19
    • 3943080001 scopus 로고    scopus 로고
    • Diagnosis of incipient faults in power transformers using CMAC neural network approach
    • Hung CP, Wang MH. Diagnosis of incipient faults in power transformers using CMAC neural network approach, Electric Power Systems Research 2004, 71:235-244.
    • (2004) Electric Power Systems Research , vol.71 , pp. 235-244
    • Hung, C.P.1    Wang, M.H.2
  • 20
    • 19944404824 scopus 로고    scopus 로고
    • Transformer-fault diagnosis by integrating field data and standard codes with training enhancible adaptive probabilistic network
    • Lin WM, Lin CH, Tasy MX. Transformer-fault diagnosis by integrating field data and standard codes with training enhancible adaptive probabilistic network. IEE Proceedings-Generation, Transmission and Distribution 2005, 152:335-341.
    • (2005) IEE Proceedings-Generation, Transmission and Distribution , vol.152 , pp. 335-341
    • Lin, W.M.1    Lin, C.H.2    Tasy, M.X.3
  • 21
    • 0036529618 scopus 로고    scopus 로고
    • Evolving wavelet networks for power transformer condition monitoring
    • Huang YC, Huang CM. Evolving wavelet networks for power transformer condition monitoring. IEEE Transactions on Power Delivery 2002, 17:412-416.
    • (2002) IEEE Transactions on Power Delivery , vol.17 , pp. 412-416
    • Huang, Y.C.1    Huang, C.M.2
  • 22
    • 0141883202 scopus 로고    scopus 로고
    • A new data mining approach to dissolved gas analysis of oil-insulated power apparatus
    • Huang YC. A new data mining approach to dissolved gas analysis of oil-insulated power apparatus. IEEE Transactions on Power Delivery 2003, 18:1257-1261.
    • (2003) IEEE Transactions on Power Delivery , vol.18 , pp. 1257-1261
    • Huang, Y.C.1
  • 23
    • 58249139750 scopus 로고    scopus 로고
    • Wavelet networks in power transformers diagnosis using dissolved gas analysis
    • Chen W, Pan C, Yun Y, Liu Y. Wavelet networks in power transformers diagnosis using dissolved gas analysis. IEEE Transactions on Power Delivery 2009, 24:187-194.
    • (2009) IEEE Transactions on Power Delivery , vol.24 , pp. 187-194
    • Chen, W.1    Pan, C.2    Yun, Y.3    Liu, Y.4
  • 24
    • 56349108734 scopus 로고    scopus 로고
    • Grey clustering analysis for incipient fault diagnosis in oil-immersed transformers
    • Lin CH, Wu CH, Huang PZ. Grey clustering analysis for incipient fault diagnosis in oil-immersed transformers. Expert Systems with Applications 2009, 36:1371-1379.
    • (2009) Expert Systems with Applications , vol.36 , pp. 1371-1379
    • Lin, C.H.1    Wu, C.H.2    Huang, P.Z.3
  • 25
    • 79955055263 scopus 로고    scopus 로고
    • Dissolved gases forecast to enhance oil-immersed transformer fault diagnosis with grey prediction- clustering analysis
    • Lin CH, Chen JL, Huang PZ. Dissolved gases forecast to enhance oil-immersed transformer fault diagnosis with grey prediction- clustering analysis. Expert Systems 2011, 28:123-137.
    • (2011) Expert Systems , vol.28 , pp. 123-137
    • Lin, C.H.1    Chen, J.L.2    Huang, P.Z.3
  • 26
    • 77954834842 scopus 로고    scopus 로고
    • A self-adaptive RBF neural network classifier for transformer fault analysis
    • Meng K, Dong ZY, Wang DH, Wong KP. A self-adaptive RBF neural network classifier for transformer fault analysis. IEEE Transactions on Power Systems 2010, 25:1350-1360.
    • (2010) IEEE Transactions on Power Systems , vol.25 , pp. 1350-1360
    • Meng, K.1    Dong, Z.Y.2    Wang, D.H.3    Wong, K.P.4
  • 28
    • 18844362865 scopus 로고    scopus 로고
    • Fault diagnosis of power transformer based on multi-layer SVM classifier
    • Lv G, Cheng H, Zhai H, Dong L. Fault diagnosis of power transformer based on multi-layer SVM classifier. Electric Power Systems Research 2005, 75:9-15.
    • (2005) Electric Power Systems Research , vol.75 , pp. 9-15
    • Lv, G.1    Cheng, H.2    Zhai, H.3    Dong, L.4
  • 29
    • 33750681959 scopus 로고    scopus 로고
    • Power transformer fault diagnosis using support vector machines and artificial neural networks with clonal selection algorithms optimization
    • Cho MY, Lee TF, Gau SW, Shih CN. Power transformer fault diagnosis using support vector machines and artificial neural networks with clonal selection algorithms optimization. Lecture Notes in Computer Science 2006, 4251:179-186.
    • (2006) Lecture Notes in Computer Science , vol.4251 , pp. 179-186
    • Cho, M.Y.1    Lee, T.F.2    Gau, S.W.3    Shih, C.N.4
  • 30
    • 38649137245 scopus 로고    scopus 로고
    • Forecasting dissolved gases content in power transformer oil based on support vector machine with genetic algorithm
    • Fei SW, Sun Y. Forecasting dissolved gases content in power transformer oil based on support vector machine with genetic algorithm. Electric Power Systems Research 2008, 78:507-514.
    • (2008) Electric Power Systems Research , vol.78 , pp. 507-514
    • Fei, S.W.1    Sun, Y.2
  • 31
    • 67349288151 scopus 로고    scopus 로고
    • Fault diagnosis of power transformer based on support vector machine with genetic algorithm
    • Fei SW, Zhang XB. Fault diagnosis of power transformer based on support vector machine with genetic algorithm. Expert Systems with Applications 2009, 36:11352-11357.
    • (2009) Expert Systems with Applications , vol.36 , pp. 11352-11357
    • Fei, S.W.1    Zhang, X.B.2
  • 32
    • 64649086616 scopus 로고    scopus 로고
    • Particle swarm optimization-based support vector machine for forecasting gases content in power transformer oil
    • Fei SW, Wang MJ, Miao YB, Tu J, Liu CL. Particle swarm optimization-based support vector machine for forecasting gases content in power transformer oil. Energy Conversion and Management 2009, 50:1604-1609.
    • (2009) Energy Conversion and Management , vol.50 , pp. 1604-1609
    • Fei, S.W.1    Wang, M.J.2    Miao, Y.B.3    Tu, J.4    Liu, C.L.5
  • 33
    • 33750303470 scopus 로고    scopus 로고
    • Particle swarm optimization-based SVM for incipient fault classification of power transformers
    • Lee TF, Cho MY, Shieh CS, Lee HJ, Fang FM. Particle swarm optimization-based SVM for incipient fault classification of power transformers. Lecture Notes in Computer Science 2006, 4203:84-90.
    • (2006) Lecture Notes in Computer Science , vol.4203 , pp. 84-90
    • Lee, T.F.1    Cho, M.Y.2    Shieh, C.S.3    Lee, H.J.4    Fang, F.M.5
  • 34
    • 60349112614 scopus 로고    scopus 로고
    • Features selection of SVM and ANN using particle swarm optimization for power transformers incipient fault symptom diagnosis
    • Lee TF, Cho MY, Fang FM. Features selection of SVM and ANN using particle swarm optimization for power transformers incipient fault symptom diagnosis. International Journal of Computational Intelligence Research 2007, 3:11-16.
    • (2007) International Journal of Computational Intelligence Research , vol.3 , pp. 11-16
    • Lee, T.F.1    Cho, M.Y.2    Fang, F.M.3
  • 35
    • 79956307299 scopus 로고    scopus 로고
    • Fuzzy information granulated particle swarm optimisationsupport vector machine regression for the trend forecasting of dissolved gases in oil-filled transformers
    • Liao RJ, Zheng HB, Grzybowski S, Yang LJ, Tang C, Zhang YY. Fuzzy information granulated particle swarm optimisationsupport vector machine regression for the trend forecasting of dissolved gases in oil-filled transformers. IET Electric Power Applications 2011, 5:230-237.
    • (2011) IET Electric Power Applications , vol.5 , pp. 230-237
    • Liao, R.J.1    Zheng, H.B.2    Grzybowski, S.3    Yang, L.J.4    Tang, C.5    Zhang, Y.Y.6
  • 36
    • 34147100661 scopus 로고    scopus 로고
    • Artificial immune network classification algorithm for fault diagnosis of power transformer
    • Hao X, Sun C. Artificial immune network classification algorithm for fault diagnosis of power transformer. IEEE Transactions on Power Delivery 2007, 22:930-935.
    • (2007) IEEE Transactions on Power Delivery , vol.22 , pp. 930-935
    • Hao, X.1    Sun, C.2
  • 39
    • 79953225127 scopus 로고    scopus 로고
    • An integrated decision-making model for condition assessment of power transformers using fuzzy approach and evidential reasoning
    • Liao R, Zheng H, Grzybowski S, Yang L, Zhang Y, Liao Y. An integrated decision-making model for condition assessment of power transformers using fuzzy approach and evidential reasoning. IEEE Transactions on Power Delivery 2011, 26:1111-1118.
    • (2011) IEEE Transactions on Power Delivery , vol.26 , pp. 1111-1118
    • Liao, R.1    Zheng, H.2    Grzybowski, S.3    Yang, L.4    Zhang, Y.5    Liao, Y.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.