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Volumn 4251 LNAI - I, Issue , 2006, Pages 179-186

Power transformer fault diagnosis using support vector machines and artificial neural networks with clonal selection algorithms optimization

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ELECTRIC TRANSFORMERS; ENCODING (SYMBOLS); NEURAL NETWORKS; OPTIMIZATION; VECTORS;

EID: 33750681959     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11892960_22     Document Type: Conference Paper
Times cited : (13)

References (21)
  • 1
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing [A]
    • Mozer M, Jordan M, Petsche T (eds). MIT Press
    • Vapnik V, Golowich S, Smola A. "Support Vector Method for Function Approximation, Regression Estimation, And Signal Processing [A]." In: Mozer M, Jordan M, Petsche T (eds). Neural Information Processing Systems [M]. MIT Press, 1997, 9.
    • (1997) Neural Information Processing Systems [M] , pp. 9
    • Vapnik, V.1    Golowich, S.2    Smola, A.3
  • 2
    • 0036161011 scopus 로고    scopus 로고
    • Choosing multiple parameters for support vector machines
    • O. Chapelle, V. Vapnik, O. Bousqet, and S. Mukherjee. Choosing Multiple Parameters for Support Vector Machines. Machine Learning, 46(1): 131-159, 2002.
    • (2002) Machine Learning , vol.46 , Issue.1 , pp. 131-159
    • Chapelle, O.1    Vapnik, V.2    Bousqet, O.3    Mukherjee, S.4
  • 4
    • 78649545650 scopus 로고    scopus 로고
    • IEEE guide for the interpretation of gases generated in oil-immersed transformers
    • "IEEE Guide for The Interpretation of Gases Generated In Oil-Immersed Transformers," IEEE Std.C57.104-1991.
    • IEEE Std.C57.104-1991
  • 5
    • 0018021576 scopus 로고
    • IEEE and IEC codes to interpret faults in transformers using gas in oil analysis
    • R.R. Rogers, "IEEE And IEC Codes to Interpret Faults in Transformers Using Gas in Oil Analysis," IEEE Trans Electron. Insulat. 13 (5), pp.349-354, 1978.
    • (1978) IEEE Trans Electron. Insulat. , vol.13 , Issue.5 , pp. 349-354
    • Rogers, R.R.1
  • 6
    • 0037248993 scopus 로고    scopus 로고
    • A novel extension method for transformer fault diagnosis
    • M.H. Wang, "A Novel Extension Method for Transformer Fault Diagnosis," IEEE Trans. Power Deliv. 18 (1),pp. 164-169, 2003.
    • (2003) IEEE Trans. Power Deliv. , vol.18 , Issue.1 , pp. 164-169
    • Wang, M.H.1
  • 8
    • 0034591158 scopus 로고    scopus 로고
    • One intelligent method for fault diagnosis and its application
    • Yuanping.Ni, "One Intelligent Method for Fault Diagnosis and Its Application," IEEE Trans. Power Deliv, pp755-758,2000.
    • (2000) IEEE Trans. Power Deliv , pp. 755-758
    • Ni, Y.1
  • 10
    • 0345978376 scopus 로고    scopus 로고
    • Fault detection using support vector machines and artificial neural networks: Augmented by genetic algorithms
    • L.B. Jack, A.K. Nandi, "Fault Detection Using Support Vector Machines and Artificial Neural Networks: Augmented by Genetic Algorithms,"Mech. Syst. Signal Process. 16 (2-3), pp.373-390, 2002.
    • (2002) Mech. Syst. Signal Process. , vol.16 , Issue.2-3 , pp. 373-390
    • Jack, L.B.1    Nandi, A.K.2
  • 11
    • 0035311654 scopus 로고    scopus 로고
    • On the modeling of nonlinear dynamic systems using support vector neural networks
    • W.C. Chan, C.W. Chan, K.C. Cheung, C.J. Harris, "On The Modeling of Nonlinear Dynamic Systems Using Support Vector Neural Networks," Eng. Appl. Artif. Intell. 14, pp.105-113, 2001.
    • (2001) Eng. Appl. Artif. Intell. , vol.14 , pp. 105-113
    • Chan, W.C.1    Chan, C.W.2    Cheung, K.C.3    Harris, C.J.4
  • 13
    • 14844302801 scopus 로고    scopus 로고
    • Fault diagnosis model power transformer based on statistical learning theory and dissolved gas analysis
    • M,Dong, "Fault Diagnosis Model Power Transformer Based on Statistical Learning Theory and Dissolved Gas Analysis," IEEE 2004 Internation Symposium on Electrical Insulation,p85-88.
    • IEEE 2004 Internation Symposium on Electrical Insulation , pp. 85-88
    • Dong, M.1
  • 14
    • 0031122214 scopus 로고    scopus 로고
    • Developing a new transformer fault diagnosis system through evolutionary fuzzy logic
    • Y.C. Huang, H.T. Yang, C.L. Huang, Developing a new transformer fault diagnosis system through evolutionary fuzzy logic, IEEE Trans. Power Deliv. 12 (2) (1997) 761-767.
    • (1997) IEEE Trans. Power Deliv. , vol.12 , Issue.2 , pp. 761-767
    • Huang, Y.C.1    Yang, H.T.2    Huang, C.L.3
  • 15
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes, V. Vapnik, Support-vector Networks, Machine Learn. 20 (3) (1995) 273-295.
    • (1995) Machine Learn. , vol.20 , Issue.3 , pp. 273-295
    • Cortes, C.1    Vapnik, V.2
  • 16
    • 0001023715 scopus 로고    scopus 로고
    • Application of support vector machines in financial time series forecasting
    • E.H. Tay Francis, L.J. Cao, Application of support vector machines in financial time series forecasting, Omega. 29 (4) (2001) 309-317.
    • (2001) Omega , vol.29 , Issue.4 , pp. 309-317
    • Tay Francis, E.H.1    Cao, L.J.2
  • 19
    • 0003710388 scopus 로고    scopus 로고
    • Technical Report, Dept. of Computer Science and Information Engineering, Taipei, Taiwan, November
    • J. H. Lee, and C. J. Lin, Automatic model selection for support vector machines, Technical Report, Dept. of Computer Science and Information Engineering, Taipei, Taiwan, November 2000.
    • (2000) Automatic Model Selection for Support Vector Machines
    • Lee, J.H.1    Lin, C.J.2
  • 21
    • 0035271917 scopus 로고    scopus 로고
    • Interpretation of gas-in-oil analysis using new IEC publication 60599 and IEC TC 10 databases
    • Michel Duval, "Interpretation of Gas-In-Oil Analysis Using New IEC Publication 60599 and IEC TC 10 Databases," IEEE Electrical Insulation Magazine, 2001 - Vol. 17, No. 2
    • (2001) IEEE Electrical Insulation Magazine , vol.17 , Issue.2
    • Duval, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.