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Volumn 8, Issue 3 A, 2012, Pages 1523-1539

PSO based kernel principal component analysis and multi-class support vector machine for power quality problem classification

Author keywords

Kernel principal component analysis; Multiresolution analysis; Particle swarm optimization; Power quality classification; Support vector machine

Indexed keywords

KERNEL PRINCIPAL COMPONENT ANALYSIS; MULTI-RESOLUTIONS; PARTICLE SWARM; POWER QUALITY CLASSIFICATION; SUPPORT VECTOR;

EID: 84857579104     PISSN: 13494198     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (15)

References (28)
  • 1
    • 0033207874 scopus 로고    scopus 로고
    • Power quality detection and classi-fication using wavelet-multiresolution signal decomposition
    • A. M. Gaouda, M. R. Salama, M. R. Sultan and A. Y. Chikhani, Power quality detection and classi-fication using wavelet-multiresolution signal decomposition, IEEE Transactions on Power Delivery, vol.14, no.4, pp.1469-1476, 2002.
    • (2002) IEEE Transactions On Power Delivery , vol.14 , Issue.4 , pp. 1469-1476
    • Gaouda, A.M.1    Salama, M.R.2    Sultan, M.R.3    Chikhani, A.Y.4
  • 2
    • 45449113326 scopus 로고    scopus 로고
    • An effective wavelet-based feature extraction method for classification of power quality disturbance signals
    • M. Uyar, S. Yildirim and M. T. Gencoglu, An effective wavelet-based feature extraction method for classification of power quality disturbance signals, Electric Power Systems Research, vol.78, pp.1747-1755, 2008.
    • (2008) Electric Power Systems Research , vol.78 , pp. 1747-1755
    • Uyar, M.1    Yildirim, S.2    Gencoglu, M.T.3
  • 3
    • 70350752292 scopus 로고    scopus 로고
    • Fuzzy classifiers for power quality events analysis
    • S. K. Meher and A. K. Pradhan, Fuzzy classifiers for power quality events analysis, Electric Power Systems Research, vol.80, pp.71-76, 2010.
    • (2010) Electric Power Systems Research , vol.80 , pp. 71-76
    • Meher, S.K.1    Pradhan, A.K.2
  • 4
    • 77249083034 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, vol.37, no.6, pp.4094-4102, 2010.
    • (2010) Expert Systems With Applications , vol.37 , Issue.6 , pp. 4094-4102
    • Eristi, H.1    Demir, Y.2
  • 7
    • 71149093447 scopus 로고    scopus 로고
    • Application of principal component analysis to a radial-basis function committee machine for face recognition
    • C.-Y. Chang and H.-R. Hsu, Application of principal component analysis to a radial-basis function committee machine for face recognition, International Journal of Innovative Computing, Information and Control, vol.5, no.11(B), pp.4145-4154, 2009.
    • (2009) International Journal of Innovative Computing, Information and Control , vol.5 , Issue.11 B , pp. 4145-4154
    • Chang, C.-Y.1    Hsu, H.-R.2
  • 8
    • 34147171609 scopus 로고    scopus 로고
    • Locating switched capacitor using wavelet transform and hybrid princi-pal component analysis network
    • Y. Y. Hong and B. Y. Chen, Locating switched capacitor using wavelet transform and hybrid princi-pal component analysis network, IEEE Transactions on Power Delivery, vol.22, no.2, pp.1145-1152, 2007.
    • (2007) IEEE Transactions On Power Delivery , vol.22 , Issue.2 , pp. 1145-1152
    • Hong, Y.Y.1    Chen, B.Y.2
  • 9
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Scholkopf, A. Smola and K. R. Muller, Nonlinear component analysis as a kernel eigenvalue problem, Neural Compute, vol.10, no.5, pp.1299-1319, 1998.
    • (1998) Neural Compute , vol.10 , Issue.5 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.R.3
  • 11
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classi_cation and regression
    • Image Speech & Intelligence Systems Research Group, University of Southampton
    • S. Gunn, Support vector machines for classi_cation and regression, ISIS Technical Report ISIS-1-98, Image Speech & Intelligence Systems Research Group, University of Southampton, 1998.
    • (1998) ISIS Technical Report ISIS-1-98
    • Gunn, S.1
  • 12
    • 78650284868 scopus 로고    scopus 로고
    • Asymmetric support vector machine for the classification problem with asymmetric cost of misclassification
    • Z. Hua, X. Zhang and X. Xu, Asymmetric support vector machine for the classification problem with asymmetric cost of misclassification, International Journal of Innovative Computing, Information and Control, vol.6, no.12, pp.5597-5608, 2010.
    • (2010) International Journal of Innovative Computing, Information and Control , vol.6 , Issue.12 , pp. 5597-5608
    • Hua, Z.1    Zhang, X.2    Xu, X.3
  • 13
    • 71149094068 scopus 로고    scopus 로고
    • Midpoint validation method for support vector machines with margin adjustment technique
    • H. Tamura and K. Tanno, Midpoint validation method for support vector machines with margin adjustment technique, International Journal of Innovative Computing, Information and Control, vol.5, no.11(A), pp.4025-4032, 2009.
    • (2009) International Journal of Innovative Computing, Information and Control , vol.5 , Issue.11 A , pp. 4025-4032
    • Tamura, H.1    Tanno, K.2
  • 16
    • 77953885452 scopus 로고    scopus 로고
    • Estimation of automotive engine torque using support vector machines
    • C. Ran, D. Sun and D. Qin, Estimation of automotive engine torque using support vector machines, ICIC Express Letters, vol.4, no.3(A), pp.757-762, 2010.
    • (2010) ICIC Express Letters , vol.4 , Issue.3 A , pp. 757-762
    • Ran, C.1    Sun, D.2    Qin, D.3
  • 21
    • 58749115727 scopus 로고    scopus 로고
    • Enhanced statistical analysis of nonlinear processes using KPCA, KICA and SVM
    • Y. Zhang, Enhanced statistical analysis of nonlinear processes using KPCA, KICA and SVM, Chem. Eng. Science, vol.64, no.5, pp.801-811, 2009.
    • (2009) Chem. Eng. Science , vol.64 , Issue.5 , pp. 801-811
    • Zhang, Y.1
  • 23
    • 74349131464 scopus 로고    scopus 로고
    • A performance comparison between genetic algorithms and particle swarm optimization applied in constructing equity portfolios
    • J.-F. Chang, A performance comparison between genetic algorithms and particle swarm optimization applied in constructing equity portfolios, International Journal of Innovative Computing, Informa-tion and Control, vol.5, no.12(B), pp.5069-5079, 2009.
    • (2009) International Journal of Innovative Computing, Informa-tion and Control , vol.5 , Issue.12 B , pp. 5069-5079
    • Chang, J.-F.1
  • 25
    • 48749109333 scopus 로고    scopus 로고
    • Particle swarm optimization for parameter deter-mination and feature selection of support vector machines
    • S.-W. Lin, K.-C. Ying, S.-C. Chen and Z.-J. Lee, Particle swarm optimization for parameter deter-mination and feature selection of support vector machines, Expert Systems with Applications, vol.35, no.4, pp.1817-1824, 2008.
    • (2008) Expert Systems With Applications , vol.35 , Issue.4 , pp. 1817-1824
    • Lin, S.-W.1    Ying, K.-C.2    Chen, S.-C.3    Lee, Z.-J.4
  • 26
    • 24644512212 scopus 로고
    • IEEE recommended practice for monitoring electric power quality
    • IEEE recommended practice for monitoring electric power quality, IEEE Std. 1159-1995, 1995.
    • (1995) IEEE Std. 1159-1995
  • 28
    • 33244459555 scopus 로고    scopus 로고
    • A self-organizing learning array system for power quality classification based on wavelet transform
    • H. He and J. A. Starzyk, A self-organizing learning array system for power quality classification based on wavelet transform, IEEE Transactions on Power Delivery, vol.21, no.1, pp.286-295, 2006.
    • (2006) IEEE Transactions On Power Delivery , vol.21 , Issue.1 , pp. 286-295
    • He, H.1    Starzyk, J.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.