메뉴 건너뛰기




Volumn 38, Issue 9, 2011, Pages 11911-11917

Power quality disturbances classification using the 3-D space representation and PCA based neuro-fuzzy approach

Author keywords

Event classification; Neuro fuzzy classifier; Power quality; Power system disturbance; Principal component analysis

Indexed keywords

3-D SPACE; EIGENVALUES; EVENT CLASSIFICATION; EVENT DETECTION; NEURO-FUZZY; NEURO-FUZZY APPROACH; NEURO-FUZZY CLASSIFIER; NEW APPROACHES; POWER QUALITY DISTURBANCES; POWER SYSTEM DISTURBANCE; STEP ALGORITHMS; VOLTAGE SIGNALS; WAVE FORMS;

EID: 79955603037     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.03.083     Document Type: Article
Times cited : (35)

References (30)
  • 6
    • 67649259235 scopus 로고    scopus 로고
    • Nonlinear system control using adaptive neural fuzzy networks based on a modified differential evolution
    • C.-H. Chen, C.-J. Lin, and C.-T. Lin Nonlinear system control using adaptive neural fuzzy networks based on a modified differential evolution IEEE Transactions on Systems, Man, And Cybernetics - Part C 39 4 2009 459 473
    • (2009) IEEE Transactions on Systems, Man, and Cybernetics - Part C , vol.39 , Issue.4 , pp. 459-473
    • Chen, C.-H.1    Lin, C.-J.2    Lin, C.-T.3
  • 8
    • 64049098096 scopus 로고    scopus 로고
    • Classification of power system disturbances using support vector machines
    • S. Ekici Classification of power system disturbances using support vector machines Expert Systems with Applications 36 2009 9859 9868
    • (2009) Expert Systems with Applications , vol.36 , pp. 9859-9868
    • Ekici, S.1
  • 9
    • 25844455662 scopus 로고    scopus 로고
    • Power system model validation for power quality assessment applications using genetic algorithm
    • DOI 10.1016/j.eswa.2005.06.013, PII S0957417405001168
    • A.M. El-Zonkoly Power system model validation for power quality assessment applications using genetic algorithm Expert Systems with Applications 29 2005 941 944 (Pubitemid 41394463)
    • (2005) Expert Systems with Applications , vol.29 , Issue.4 , pp. 941-944
    • El-Zonkoly, A.M.1
  • 10
    • 64049098096 scopus 로고    scopus 로고
    • A new algorithm for automatic classification of power quality events based on wavelet transform and SVM
    • H. Eristi, and Y. Demir A new algorithm for automatic classification of power quality events based on wavelet transform and SVM Expert Systems with Applications 36 2009 9859 9868
    • (2009) Expert Systems with Applications , vol.36 , pp. 9859-9868
    • Eristi, H.1    Demir, Y.2
  • 12
  • 13
    • 67349107478 scopus 로고    scopus 로고
    • The search for optimal feature set in power quality event classification
    • S. Gunal, O.N. Gerek, D.G. Ece, and R. Edizkan The search for optimal feature set in power quality event classification Expert Systems with Applications 36 2009 10266 10273
    • (2009) Expert Systems with Applications , vol.36 , pp. 10266-10273
    • Gunal, S.1    Gerek, O.N.2    Ece, D.G.3    Edizkan, R.4
  • 19
    • 1842423772 scopus 로고    scopus 로고
    • An improved method for classifying power quality disturbances
    • S.D. Kim, and M.M. Morcos An improved method for classifying power quality disturbances Electric Power Components and Systems 32 4 2004 407 420
    • (2004) Electric Power Components and Systems , vol.32 , Issue.4 , pp. 407-420
    • Kim, S.D.1    Morcos, M.M.2
  • 20
    • 0346317383 scopus 로고    scopus 로고
    • A fuzzy-expert system for classifying power quality disturbances
    • Y. Liao, and J. Lee A fuzzy-expert system for classifying power quality disturbances Electric Power Systems Research 26 2004 199 205
    • (2004) Electric Power Systems Research , vol.26 , pp. 199-205
    • Liao, Y.1    Lee, J.2
  • 21
    • 4844222566 scopus 로고    scopus 로고
    • Prediction and identification using wavelet based recurrent fuzzy neural networks
    • C.J. Lin, and C.C. Chin Prediction and identification using wavelet based recurrent fuzzy neural networks IEEE Transactions on Systems, Man, And Cybernetics - Part C 34 5 2004 2144 2154
    • (2004) IEEE Transactions on Systems, Man, and Cybernetics - Part C , vol.34 , Issue.5 , pp. 2144-2154
    • Lin, C.J.1    Chin, C.C.2
  • 22
    • 33947357042 scopus 로고    scopus 로고
    • Unsupervised neural-network-based algorithm for an on-line diagnosis of three-phase induction motor stator fault
    • DOI 10.1109/TIE.2006.888790
    • J.F. Martins, V.F. Pires, and A.J. Pires Unsupervised neural-network-based algorithm for an on-line diagnosis of three-phase induction motor stator fault IEEE Transactions on Industrial Electronics 54 2007 259 264 (Pubitemid 46444023)
    • (2007) IEEE Transactions on Industrial Electronics , vol.54 , Issue.1 , pp. 259-264
    • Martins, J.F.1    Pires, V.F.2    Pires, A.J.3
  • 23
    • 61349148635 scopus 로고    scopus 로고
    • Hybrid signal processing and machine intelligence techniques for detection, quantification and classification of power quality disturbances
    • B.K. Panigrahi, P.K. Dash, and J.B.V. Reddy Hybrid signal processing and machine intelligence techniques for detection, quantification and classification of power quality disturbances Engineering Applications of Artificial Intelligence 22 2009 442 454
    • (2009) Engineering Applications of Artificial Intelligence , vol.22 , pp. 442-454
    • Panigrahi, B.K.1    Dash, P.K.2    Reddy, J.B.V.3
  • 24
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • K. Pearson On lines and planes of closest fit to systems of points in space Philosophical Magazine 2 1901 559 572
    • (1901) Philosophical Magazine , vol.2 , pp. 559-572
    • Pearson, K.1
  • 26
    • 58649122867 scopus 로고    scopus 로고
    • Power transformer fault classification based on dissolved gas analysis by implementing bootstrap and genetic programming
    • A. Shintemirov, W. Tang, and Q.H. Wu Power transformer fault classification based on dissolved gas analysis by implementing bootstrap and genetic programming IEEE Transactions on Systems, Man, And Cybernetics - Part C 39 1 2009 69 79
    • (2009) IEEE Transactions on Systems, Man, and Cybernetics - Part C , vol.39 , Issue.1 , pp. 69-79
    • Shintemirov, A.1    Tang, W.2    Wu, Q.H.3
  • 27
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • T. Takagi, and M. Sugeno Fuzzy identification of systems and its applications to modeling and control IEEE Transactions on Systems, Man, and Cybernetics 15 1985 116 132
    • (1985) IEEE Transactions on Systems, Man, and Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 29
    • 58349095738 scopus 로고    scopus 로고
    • An expert system based on S-transform and neural network for automatic classification of power quality disturbances
    • M. Uyar, S. Yildirim, and M.T. Gencoglu An expert system based on S-transform and neural network for automatic classification of power quality disturbances Expert Systems with Applications 36 2009 5962 5975
    • (2009) Expert Systems with Applications , vol.36 , pp. 5962-5975
    • Uyar, M.1    Yildirim, S.2    Gencoglu, M.T.3
  • 30
    • 0035792190 scopus 로고    scopus 로고
    • A classification of power quality disturbances using time-frequency ambiguity plane and neural networks
    • M. Wang, P. Ochenkowski, and A. Mamishev A classification of power quality disturbances using time-frequency ambiguity plane and neural networks IEEE Power Engineering Society Summer Meeting 2 2001 1246 1251
    • (2001) IEEE Power Engineering Society Summer Meeting , vol.2 , pp. 1246-1251
    • Wang, M.1    Ochenkowski, P.2    Mamishev, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.