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Volumn 4, Issue , 2012, Pages 12-24

Classification of power quality data using decision tree and chemotactic differential evolution based fuzzy clustering

Author keywords

Chemotactic differential evolution algorithm; Modified S Transform; Non stationary power signals; Pattern classification; Power quality; Reformulated Fuzzy C means Algorithm

Indexed keywords

BACTERIAL FORAGING OPTIMIZATION ALGORITHMS; CLASSIFICATION ACCURACY; DE ALGORITHMS; DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION ALGORITHMS; DISTURBANCE PATTERNS; FEATURE VECTORS; FUZZY C-MEANS ALGORITHMS; FUZZY DECISION TREES; GAUSSIAN WINDOW; HYBRID ALGORITHMS; MODIFIED S-TRANSFORM; NON-STATIONARY POWER SIGNALS; NONSTATIONARY; OPTIMIZATION TECHNIQUES; POWER SIGNALS; PREMATURE CONVERGENCE; S TRANSFORMS; TIME FREQUENCY; WAVE FORMS;

EID: 84858442474     PISSN: 22106502     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.swevo.2011.12.003     Document Type: Article
Times cited : (50)

References (32)
  • 1
    • 0033207874 scopus 로고    scopus 로고
    • Power quality detection and classification using wavelet-multiresolution signal decomposition
    • DOI 10.1109/61.796242
    • A.M. Gouda, M.M.A. Salama, M.R. Sultan, and A.Y. Chikhani Power quality detection and classification using wavelet multi-resolution signal decomposition IEEE Transactions on Power Delivery 14 4 1999 1469 1476 (Pubitemid 30538551)
    • (1999) IEEE Transactions on Power Delivery , vol.14 , Issue.4 , pp. 1469-1476
    • Gaouda, A.M.1    Salama, M.M.A.2    Sultan, M.R.3    Chikhani, A.Y.4
  • 3
    • 0036121852 scopus 로고    scopus 로고
    • Power disturbance classifier using a rule-based method and wavelet packet-based hidden Markov model
    • DOI 10.1109/61.974212, PII S0885897702005447
    • J. Chung, E.J. Powers, W.M. Grady, and S.C. Bhatt Power distribution classifier using a rule based method and wavelet packet-based hidden Markov model IEEE Transactions on Power Delivery 17 1 2002 233 241 (Pubitemid 34221343)
    • (2002) IEEE Transactions on Power Delivery , vol.17 , Issue.1 , pp. 233-241
    • Chung, J.1    Powers, E.J.2    Grady, W.M.3    Bhatt, S.C.4
  • 4
    • 0035792190 scopus 로고    scopus 로고
    • Classification of power quality disturbances using timefrequency ambiguity plane and neural networks
    • M. Wang, P. Ochenkowski, and A. Mamishev Classification of power quality disturbances using timefrequency ambiguity plane and neural networks Power Engineering Society Summer Meeting 2 2001 1246 1251
    • (2001) Power Engineering Society Summer Meeting , vol.2 , pp. 1246-1251
    • Wang, M.1    Ochenkowski, P.2    Mamishev, A.3
  • 5
    • 48449104272 scopus 로고    scopus 로고
    • Some techniques for the analysis and visualization of time-varying waveform distortions
    • 38th North American
    • J. Xu, N. Senroy, S. Suryanarayanan, P. Ribeiro, Some techniques for the analysis and visualization of time-varying waveform distortions, in: Power Symposium, NAPS 2006, 38th North American, pp. 257261.
    • Power Symposium, NAPS 2006 , pp. 257-261
    • Xu, J.1    Senroy, N.2    Suryanarayanan, S.3    Ribeiro, P.4
  • 6
    • 34147157295 scopus 로고    scopus 로고
    • Power-quality disturbance recognition using S-transform
    • DOI 10.1109/TPWRD.2006.881575
    • F. Zhao, and R. Yang Power-quality disturbance recognition using S-transform IEEE Transactions on Power Delivery 22 2 2007 944 950 (Pubitemid 46566703)
    • (2007) IEEE Transactions on Power Delivery , vol.22 , Issue.2 , pp. 944-950
    • Zhao, F.1    Yang, R.2
  • 7
    • 33244459555 scopus 로고    scopus 로고
    • A self-organizing learning array system for power quality classification based on wavelet transform
    • DOI 10.1109/TPWRD.2005.852392
    • 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 21 1 2006 286 295 (Pubitemid 43279813)
    • (2006) IEEE Transactions on Power Delivery , vol.21 , Issue.1 , pp. 286-295
    • He, H.1    Starzyk, J.A.2
  • 9
    • 44949148333 scopus 로고    scopus 로고
    • Power quality disturbance identification using wavelet packet energy entropy and weighted support vector machines
    • G.-S. Hu, F.-F. Zhu, and Z. Ren Power quality disturbance identification using wavelet packet energy entropy and weighted support vector machines Expert Systems with Applications 35 12 2008 143 149
    • (2008) Expert Systems with Applications , vol.35 , Issue.12 , pp. 143-149
    • Hu, G.-S.1    Zhu, F.-F.2    Ren, Z.3
  • 10
    • 33745622839 scopus 로고    scopus 로고
    • Automated classification of power-quality disturbances using SVM and RBF networks
    • DOI 10.1109/TPWRD.2006.874114
    • P. Janik, and T. Lobos Automated classification of power-quality disturbances using SVM and RBF networks IEEE Transactions on Power Delivery 21 3 2006 1663 1669 (Pubitemid 43983701)
    • (2006) IEEE Transactions on Power Delivery , vol.21 , Issue.3 , pp. 1663-1669
    • Janik, P.1    Lobos, T.2
  • 11
    • 33745589501 scopus 로고    scopus 로고
    • Adaptive wavelet networks for power-quality detection and discrimination in a power system
    • DOI 10.1109/TPWRD.2006.874105
    • C.-H. Lin, and C.-H. Wang Adaptive wavelet networks for power quality detection and discrimination in a power system IEEE Transactions on Power Delivery 21 3 2006 1106 1113 (Pubitemid 43983632)
    • (2006) IEEE Transactions on Power Delivery , vol.21 , Issue.3 , pp. 1106-1113
    • Lin, C.-H.1    Wang, C.-H.2
  • 12
    • 54049145002 scopus 로고    scopus 로고
    • Detection and classification of multiple power quality disturbances with wavelet multiclass SVM
    • W.-M. Lin, C.-H. Wu, C.-H. Lin, and F.-S. Cheng Detection and classification of multiple power quality disturbances with wavelet multiclass SVM IEEE Transactions on Power Delivery 23 4 2008 2575 2582
    • (2008) IEEE Transactions on Power Delivery , vol.23 , Issue.4 , pp. 2575-2582
    • Lin, W.-M.1    Wu, C.-H.2    Lin, C.-H.3    Cheng, F.-S.4
  • 14
    • 0041524054 scopus 로고    scopus 로고
    • S-transform based intelligent system for classification of power quality disturbance signals
    • I.W.C. Lee, and P.K. Dash S-transform based intelligent system for classification of power quality disturbance signals IEEE Transactions on Industrial Electronics 50 4 2003 800 806
    • (2003) IEEE Transactions on Industrial Electronics , vol.50 , Issue.4 , pp. 800-806
    • Lee, I.W.C.1    Dash, P.K.2
  • 15
    • 34147157295 scopus 로고    scopus 로고
    • Power-quality disturbance recognition using S-transform
    • DOI 10.1109/TPWRD.2006.881575
    • F. Zhao, and R. Yang Power-quality disturbance recognition using S-transform IEEE Transactions on Power Delivery 22 2 2007 944 950 (Pubitemid 46566703)
    • (2007) IEEE Transactions on Power Delivery , vol.22 , Issue.2 , pp. 944-950
    • Zhao, F.1    Yang, R.2
  • 16
    • 79953209667 scopus 로고    scopus 로고
    • Chaos synchronization based detector for power quality disturbance classification in a power system
    • C.H. Huang, and C.H. Lin Chaos synchronization based detector for power quality disturbance classification in a power system IEEE Transactions on Power Delivery 26 2 2011 944 953
    • (2011) IEEE Transactions on Power Delivery , vol.26 , Issue.2 , pp. 944-953
    • Huang, C.H.1    Lin, C.H.2
  • 17
    • 77956341862 scopus 로고    scopus 로고
    • Detection and classification of single and combined power quality disturbances using fuzzy systems oriented by particle swarm optimization algorithm
    • R. Hooshmand, and A. Enshaee Detection and classification of single and combined power quality disturbances using fuzzy systems oriented by particle swarm optimization algorithm Electric Power Systems Research 80 12 2010 1552 1561
    • (2010) Electric Power Systems Research , vol.80 , Issue.12 , pp. 1552-1561
    • Hooshmand, R.1    Enshaee, A.2
  • 18
    • 61849106603 scopus 로고    scopus 로고
    • A fast discrete S-transform for biomedical signal processing
    • Vancouver, August
    • R.A. Brown, R. Frayne, A fast discrete S-transform for biomedical signal processing, in: 30th Annual IEEE EMBS Conference, Vancouver, August 2008, pp. 25862589.
    • (2008) 30th Annual IEEE EMBS Conference , pp. 2586-2589
    • Brown, R.A.1    Frayne, R.2
  • 19
    • 72949107442 scopus 로고    scopus 로고
    • A general description of linear timefrequency transforms and formulation of a fast, invertible transform that samples the continuous S-transform spectrum nonredundantly
    • Robert A. Brown, M. Louis Lauzon, and R. Frayne A general description of linear timefrequency transforms and formulation of a fast, invertible transform that samples the continuous S-transform spectrum nonredundantly IEEE Transactions on Signal Processing 58 1 2010 281 290
    • (2010) IEEE Transactions on Signal Processing , vol.58 , Issue.1 , pp. 281-290
    • Brown, R.A.1    Louis Lauzon, M.2    Frayne, R.3
  • 20
    • 0031274467 scopus 로고    scopus 로고
    • An integrated approach to fuzzy learning vector quantization and fuzzy c-means clustering
    • PII S1063670697048364
    • N.B. Karayiannis, and J.C. Bezdek An Integrated approach to fuzzy learning vector quantization and fuzzy C-means clustering IEEE Transactions on Fuzzy Systems 5 4 1997 622 628 (Pubitemid 127768540)
    • (1997) IEEE Transactions on Fuzzy Systems , vol.5 , Issue.4 , pp. 622-628
    • Karayiannis, N.B.1    Bezdek, J.C.2
  • 23
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • H. Liu, and L. Yu Toward integrating feature selection algorithms for classification and clustering IEEE Transactions on Knowledge and Data Engineering 17 2005 1 12
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , pp. 1-12
    • Liu, H.1    Yu, L.2
  • 24
    • 23844498540 scopus 로고    scopus 로고
    • A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification
    • DOI 10.1016/j.fss.2005.04.009, PII S0165011405001661
    • M.K. Pakhira, S. Bandyopadhyay, and U. Maulik A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification Fuzzy Sets and Systems 155 2005 191 214 (Pubitemid 41164252)
    • (2005) Fuzzy Sets and Systems , vol.155 , Issue.2 , pp. 191-214
    • Pakhira, M.K.1    Bandyopadhyay, S.2    Maulik, U.3
  • 25
    • 0036608987 scopus 로고    scopus 로고
    • Biomimicry of bacterial foraging for distributed optimization and control
    • DOI 10.1109/MCS.2002.1004010
    • K.M. Passino Biomimicry of bacterial foraging for distributed optimization and control IEEE Control Systems Magazine 22 3 2002 52 67 (Pubitemid 34711477)
    • (2002) IEEE Control Systems Magazine , vol.22 , Issue.3 , pp. 52-67
    • Passino, K.M.1
  • 26
    • 0036439543 scopus 로고    scopus 로고
    • Biomimicry of social foraging bacteria for distributed optimization: Models, principles, and emergent behaviors
    • DOI 10.1023/A:1021207331209
    • Y. Liu, and K.M. Passino Biomimicry of social foraging bacteria for distributed optimization: models, principles, and emergent behaviors Journal of Optimization Theory and Applications 115 3 2002 603 628 (Pubitemid 39583280)
    • (2002) Journal of Optimization Theory and Applications , vol.115 , Issue.3 , pp. 603-628
    • Liu, Y.1    Passino, K.M.2
  • 28
    • 84889733722 scopus 로고    scopus 로고
    • A combination of heuristic and bacteria foraging-differential evolution algorithm for transmission network expansion planning with security constraints
    • A. Verma, P.R. Bijwe, and B.K. Panigrahi A combination of heuristic and bacteria foraging-differential evolution algorithm for transmission network expansion planning with security constraints International Journal of Hybrid Intelligent Systems Archive 7 2 2010 101 113
    • (2010) International Journal of Hybrid Intelligent Systems Archive , vol.7 , Issue.2 , pp. 101-113
    • Verma, A.1    Bijwe, P.R.2    Panigrahi, B.K.3
  • 32
    • 78149294042 scopus 로고    scopus 로고
    • Hybrid bacteria foraging-DE based algorithm for economic load dispatch with non-convex loads
    • N. Sinha, L.L. Lai, L.C. Saikia, and T. Malakar Hybrid bacteria foraging-DE based algorithm for economic load dispatch with non-convex loads Machine Learning and Cybernetics (ICMLC) 2010 3206 3212
    • (2010) Machine Learning and Cybernetics (ICMLC) , pp. 3206-3212
    • Sinha, N.1    Lai, L.L.2    Saikia, L.C.3    Malakar, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.