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Volumn 22, Issue 2, 2007, Pages 930-935

Artificial immune network classification algorithm for fault diagnosis of power transformer

Author keywords

nearest neighbor method; Artificial immune network; Dissolved gas analysis; Immune learning and memory; Incipient fault; Power transformer

Indexed keywords

ALGORITHMS; ELECTRIC FAULT CURRENTS; FAILURE ANALYSIS; NEURAL NETWORKS;

EID: 34147100661     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRD.2007.893182     Document Type: Article
Times cited : (123)

References (25)
  • 1
    • 0344465271 scopus 로고    scopus 로고
    • Review of modern diagnostic techniques for assessing insulation condition in aged transformers
    • Oct
    • T. K. Saha, "Review of modern diagnostic techniques for assessing insulation condition in aged transformers," IEEE Trans. Dielect. Electr. Insul., vol. 10, no. 5, pp. 903-917, Oct. 2003.
    • (2003) IEEE Trans. Dielect. Electr. Insul , vol.10 , Issue.5 , pp. 903-917
    • Saha, T.K.1
  • 3
    • 10944248397 scopus 로고    scopus 로고
    • The longway to the automatic chromatographic analysis of gases dissolved in insulating oil
    • Nov./Dec
    • V. G. Arakelian, "The longway to the automatic chromatographic analysis of gases dissolved in insulating oil," IEEE Elect. Insul. Mag., vol. 20, no. 6, pp. 8-25, Nov./Dec. 2004.
    • (2004) IEEE Elect. Insul. Mag , vol.20 , Issue.6 , pp. 8-25
    • Arakelian, V.G.1
  • 4
    • 0018021576 scopus 로고
    • IEEE and IEC codes to interpret incipient faults in transformer, using gas in oil analysis
    • Oct
    • R. R. Rogers, "IEEE and IEC codes to interpret incipient faults in transformer, using gas in oil analysis," IEEE Trans. Dielectr. Electr. Insul., vol. E1-13, no. 5, pp. 349-354, Oct. 1978.
    • (1978) IEEE Trans. Dielectr. Electr. Insul , vol.E1-13 , Issue.5 , pp. 349-354
    • Rogers, R.R.1
  • 5
    • 34147136175 scopus 로고
    • Fault gases formed in oil-filed breathing E.H.V. power Transformer - The interpretation of gas analysis data
    • presented at the, Soc. Conf, paper C74-476-8
    • M. Duval, "Fault gases formed in oil-filed breathing E.H.V. power Transformer - The interpretation of gas analysis data," presented at the IEEE Power Eng. Soc. Conf., 1984, paper C74-476-8.
    • (1984) IEEE Power Eng
    • Duval, M.1
  • 7
    • 0034186792 scopus 로고    scopus 로고
    • A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer
    • May
    • Q. Su, C. Mi, L. L. Lai, and P. Austin, "A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer," IEEE Trans. Power Syst., vol. 15, no. 2, pp. 593-598, May 2000.
    • (2000) IEEE Trans. Power Syst , vol.15 , Issue.2 , pp. 593-598
    • Su, Q.1    Mi, C.2    Lai, L.L.3    Austin, P.4
  • 9
    • 0027242471 scopus 로고
    • An expert system for transformer fault diagnosis using dissolved gas analysis
    • Jan
    • C. E. Lin, J. M. Ling, and C. L. Huang, "An expert system for transformer fault diagnosis using dissolved gas analysis," IEEE Trans. Power Del., vol. 8, no. 1, pp. 231-238, Jan. 1993.
    • (1993) IEEE Trans. Power Del , vol.8 , Issue.1 , pp. 231-238
    • Lin, C.E.1    Ling, J.M.2    Huang, C.L.3
  • 10
    • 0032186594 scopus 로고    scopus 로고
    • A combined ANN and expert system tool for transformer fault diagnosis
    • Oct
    • Z. Wang, Y. Liu, and P. J. Griffin, "A combined ANN and expert system tool for transformer fault diagnosis," IEEE Trans. Power Del., vol. 13, no. 4, pp. 1224-1229, Oct. 1998.
    • (1998) IEEE Trans. Power Del , vol.13 , Issue.4 , pp. 1224-1229
    • Wang, Z.1    Liu, Y.2    Griffin, P.J.3
  • 11
    • 0033207486 scopus 로고    scopus 로고
    • Adaptive fuzzy diagnosis system for dissolved gas analysis of power transformers
    • Oct
    • H.-T. Yang and C.-C. Liao, "Adaptive fuzzy diagnosis system for dissolved gas analysis of power transformers," IEEE Trans. Power Del., vol. 14, no. 4, pp. 1342-1350, Oct. 1999.
    • (1999) IEEE Trans. Power Del , vol.14 , Issue.4 , pp. 1342-1350
    • Yang, H.-T.1    Liao, C.-C.2
  • 12
    • 0035481516 scopus 로고    scopus 로고
    • Diagnosing failed distribution transformers using neural networks
    • Oct
    • A. S. Farag, M. Mohandes, and A. Al Shaikh, "Diagnosing failed distribution transformers using neural networks," IEEE Trans. Power Del., vol. 16, no. 4, pp. 631-636, Oct. 2001.
    • (2001) IEEE Trans. Power Del , vol.16 , Issue.4 , pp. 631-636
    • Farag, A.S.1    Mohandes, M.2    Al Shaikh, A.3
  • 13
    • 0030263661 scopus 로고    scopus 로고
    • An artificial neural network approach to transformer fault diagnosis
    • Oct
    • Y. Zhang, X. Ding, Y. liu, and P. J. Griffin, "An artificial neural network approach to transformer fault diagnosis," IEEE Trans. Power Del., vol. 11, no. 4, pp. 1836-1841, Oct. 1996.
    • (1996) IEEE Trans. Power Del , vol.11 , Issue.4 , pp. 1836-1841
    • Zhang, Y.1    Ding, X.2    liu, Y.3    Griffin, P.J.4
  • 14
    • 0035481368 scopus 로고    scopus 로고
    • A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis
    • Oct
    • J. L. Guardadao, J. L. Naredo, P. Moreno, and C. R. Fuerte, "A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis," IEEE Trans. Power Del., vol. 16, no. 4, pp. 643-647, Oct. 2001.
    • (2001) IEEE Trans. Power Del , vol.16 , Issue.4 , pp. 643-647
    • Guardadao, J.L.1    Naredo, J.L.2    Moreno, P.3    Fuerte, C.R.4
  • 15
    • 0141986799 scopus 로고    scopus 로고
    • Analysis of power transformer dissolved gas data using the self-organizing map
    • Oct
    • K. F. Thang, R. K. Aggarwal, A. J. McGrail, and D. G. Esp, "Analysis of power transformer dissolved gas data using the self-organizing map," IEEE Trans. Power Del., vol. 18, no. 4, pp. 1241-1248, Oct. 2003.
    • (2003) IEEE Trans. Power Del , vol.18 , Issue.4 , pp. 1241-1248
    • Thang, K.F.1    Aggarwal, R.K.2    McGrail, A.J.3    Esp, D.G.4
  • 16
    • 0035248143 scopus 로고    scopus 로고
    • Fuzzy learning vector quantization networks for power transformer condition assessment
    • Feb
    • H.-T. Yang, C.-C. Liao, and J.-H. Chou, "Fuzzy learning vector quantization networks for power transformer condition assessment," IEEE Trans. Dielect. Electr. Insul., vol. 8, no. 1, pp. 143-149, Feb. 2001.
    • (2001) IEEE Trans. Dielect. Electr. Insul , vol.8 , Issue.1 , pp. 143-149
    • Yang, H.-T.1    Liao, C.-C.2    Chou, J.-H.3
  • 17
    • 0037285104 scopus 로고    scopus 로고
    • Condition assessment of power transformers using genetic-based neural networks
    • Y. C. Huang, "Condition assessment of power transformers using genetic-based neural networks," Proc. Inst. Elect. Eng., Sci. Meas. Technol., vol. 150, no. 1, pp. 19-24, 2003.
    • (2003) Proc. Inst. Elect. Eng., Sci. Meas. Technol , vol.150 , Issue.1 , pp. 19-24
    • Huang, Y.C.1
  • 18
    • 0141883202 scopus 로고    scopus 로고
    • A new data mining approach to dissolved gas analysis of oil-insulated power apparatus
    • Oct
    • Y.-C. Huang, "A new data mining approach to dissolved gas analysis of oil-insulated power apparatus," IEEE Trans. Power Del., vol. 18, no. 4, pp. 1257-1261, Oct. 2003.
    • (2003) IEEE Trans. Power Del , vol.18 , Issue.4 , pp. 1257-1261
    • Huang, Y.-C.1
  • 19
    • 0036529618 scopus 로고    scopus 로고
    • Evolving wavelet networks for power transformer condition monitoring
    • Apr
    • Y.-C. Huang and C.-M. Huang, "Evolving wavelet networks for power transformer condition monitoring," IEEE Trans. Power Del., vol. 17, no. 2, pp. 412-416, Apr. 2002.
    • (2002) IEEE Trans. Power Del , vol.17 , Issue.2 , pp. 412-416
    • Huang, Y.-C.1    Huang, C.-M.2
  • 20
    • 27844440423 scopus 로고    scopus 로고
    • Improving the IEC table for transformer failure diagnosis with knowledge extraction from neural networks
    • Oct
    • V. Miranda, A. Rosa, and G. Castro, "Improving the IEC table for transformer failure diagnosis with knowledge extraction from neural networks," IEEE Trans. Power Del., vol. 20, no. 4, pp. 2509-2516, Oct. 2005.
    • (2005) IEEE Trans. Power Del , vol.20 , Issue.4 , pp. 2509-2516
    • Miranda, V.1    Rosa, A.2    Castro, G.3
  • 21
    • 19944404824 scopus 로고    scopus 로고
    • Transformer-fault diagnosis by integrating field data and standard codes with training enhancible adaptive probabilistic network
    • W.-M. Lin, C.-H. Lin, and M.-X. Tasy, "Transformer-fault diagnosis by integrating field data and standard codes with training enhancible adaptive probabilistic network," Proc. Inst. Elect. Eng., Gen. Transm. Distrib., vol. 152, no. 3, pp. 335-341, 2005.
    • (2005) Proc. Inst. Elect. Eng., Gen. Transm. Distrib , vol.152 , Issue.3 , pp. 335-341
    • Lin, W.-M.1    Lin, C.-H.2    Tasy, M.-X.3
  • 22
    • 34147108117 scopus 로고    scopus 로고
    • Synthesized diagnosis on transformer faults based on Bayesian classifier and rough set
    • Z. Yongli, W. Lizeng, and L. Xueyu, "Synthesized diagnosis on transformer faults based on Bayesian classifier and rough set," in Proc. CSEE, 2005, vol. 25, no. 10, pp. 159-165.
    • (2005) Proc. CSEE , vol.25 , Issue.10 , pp. 159-165
    • Yongli, Z.1    Lizeng, W.2    Xueyu, L.3
  • 23
    • 84950235798 scopus 로고    scopus 로고
    • An evolutionary immune system network for data clustering
    • Rio de Janeiro, Brazil
    • L. N. de Castro and F. J. Von Zuben, "An evolutionary immune system network for data clustering," in Proc. 6th Brazilian Symp. Neural Networks, Rio de Janeiro, Brazil, 2000, pp. 84-89.
    • (2000) Proc. 6th Brazilian Symp. Neural Networks , pp. 84-89
    • de Castro, L.N.1    Von Zuben, F.J.2
  • 24
    • 0036613006 scopus 로고    scopus 로고
    • Learning and optimization using the clonal selection principle
    • Jun
    • L. N. de Castro and F. J. Von Zuben, "Learning and optimization using the clonal selection principle," IEEE Trans. Evol. Comput., vol. 6, no. 3, pp. 239-251, Jun. 2002.
    • (2002) IEEE Trans. Evol. Comput , vol.6 , Issue.3 , pp. 239-251
    • de Castro, L.N.1    Von Zuben, F.J.2
  • 25
    • 0015956495 scopus 로고
    • Towards a network theory of the immune system
    • N. K. Jerne, "Towards a network theory of the immune system," Annu. Immunol. (Inst. Pasteur), vol. 125, no. C, pp. 373-389, 1974.
    • (1974) Annu. Immunol. (Inst. Pasteur) , vol.125 , Issue.C , pp. 373-389
    • Jerne, N.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.