A new classification for power quality events in distribution systems

Electric Power Systems Research

Volumn 95, Issue , 2013, Pages 192-199

  Ozgonenel, Okan ^a   Yalcin, Turgay ^a   Guney, Irfan ^b   Kurt, Unal ^c  

^a ONDOKUZ MAYIS UNIVERSITY   (Turkey)

^b ACIBADEM UNIVERSITY   (Turkey)

^c AMASYA UNIVERSITY   (Turkey)

Author keywords

Ensemble Empirical Mode Decomposition; Hilbert Huang Transform; One against all method; Power quality disturbances; Support Vector Machines

Indexed keywords

CLASSIFICATION METHODS; DISTRIBUTION SYSTEMS; EMPIRICAL MODE DECOMPOSITION; ENSEMBLE EMPIRICAL MODE DECOMPOSITION; FEATURE VECTOR EXTRACTION; FEATURE VECTORS; HILBERT HUANG TRANSFORMS; HILBERT TRANSFORM; INSTANTANEOUS AMPLITUDE; INSTANTANEOUS FREQUENCY; INTRINSIC MODE FUNCTIONS; ONE-AGAINST-ALL METHODS; PERFORMANCE EVALUATION; POWER QUALITY DISTURBANCES; POWER QUALITY EVENT; POWER QUALITY MONITORING; POWER SIGNALS; SINGULAR VALUES; STANDARD DEVIATION;

DATA COMPRESSION; IMAGE RETRIEVAL; MATHEMATICAL TRANSFORMATIONS; SIGNAL PROCESSING;

SUPPORT VECTOR MACHINES;

EID: 84867422142     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2012.09.007     Document Type: Article

References (31)

1. M.D.L. Angrisani, P. Daponte, and A. Testa A measurement method based on the wavelet transform for power quality analysis IEEE Transactions on Power Delivery 13 4 1988 990 998
2. D. Granados-Lieberman, R.J. Romero-Troncoso, R.A. Osornio-Rios, A. Garcia-Perez, and E. Cabal-Yepez Techniques and methodologies for power quality analysis and disturbances classification in power systems: a review IET Generation, Transmission & Distribution 5 4 2011 519 529
3. C. Muscas Power quality monitoring in modern electric distribution systems IEEE Instrumentation and Measurement Magazine 13 2010 19 27
4. P.J. Loughlin, J.W. Pitton, and E. Les Atlas, Proper time-frequency energy distributions and the Heisenberg uncertainty principle Proceedings of The IEEE-SP International Symposium Victoria, BC, Canada 1992 151 154
5. I. Daubechies Ten Lectures on Wavelets 1992 SIAM Philadelphia, PA
6. S. Mallat A theory for multiresolution signal decomposition: the wavelet representation IEEE Transactions on Pattern Analysis 11 1989 674 693
7. R.R. Coifman, and M.V. Wickerhauser Entropy-based algorithms for best basis selection IEEE Transactions on Information Theory 38 1992 713 718
8. P. Kailasapathi, and D. Sivakumar Methods to analyze power quality disturbances European Journal of Scientific Research 47 1 2010 6 16
9. P.K. Dash, R.K. Jena, and M.M.A. Salama Power quality monitoring using an integrated Fourier linear combiner and fuzzy expert system International Journal of Electrical Power 21 1999 497 506
10. S. Suja, and Jovitha Jerome Pattern recognition of power signal disturbances using S Transform and TT Transform International Journal of Electrical Power 32 2010 37 53
11. P.K. Dash, S.K. Panda, A.C. Liew, B. Mishra, and R.K. Jena A new approach to monitoring electric power quality Electric Power Systems Research 46 1998 11 20
12. M. Oleskovicz, D.V. Coury, O.D. Felho, W.F. Usida, A. driano, A.F.M. Carneiro, and Leandro R.S. Pires Power quality analysis applying a hybrid methodology with wavelet transforms and neural Networks Electric Power Systems Research 31 2009 206 212
13. S.A. Soliman, and M.E. El-Hawary Measurement of power systems voltage and flicker levels for power quality analysis: a static LAV state estimation based algorithm International Journal of Electrical Power 22 2000 447 450
14. S.A. Soliman, A.H. Mantaway, and M.E. El-Hawary Simulated annealing optimization algorithm for power systems quality analysis International Journal of Electrical Power 26 2004 31 36
15. M. Aiello, A. Cataliotti, and S. Nuccio A Chirp-Z transform-based synchronizer for power system measurements IEEE Transactions on Instrumentation and Measurement 54 2005 1025 1032
16. G. Zheng, Shi Mei-Xiang, D. Liu, J. Yao, and Miao Zhu-Mei Power quality disturbance classification based on rule-based and wavelet-multi-resolution decomposition Proc. 2002 Int. Conf. Mach. Learn. Cybernetics 4 2002 2137 2141
17. M. Uyar, S. Yildirim, and M. Tunay Gencoglu An effective wavelet-based feature extraction method for classification of power quality disturbance signals Electric Power Systems Research 78 2008 1747 1755
18. S. Kaewarsa, K. Attakitmongcol, and T. Kulworawanichpong Recognition of power quality events by using multiwavelet based neural Networks Electric Power Systems Research 30 2008 254 260
19. T. Jayasree, D. Devaraj, and R. Sukanesh Power quality disturbance classification using Hilbert transform and RBF Networks Neurocomputing 73 2010 1451 1456
20. N.E. Huang, Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, Q. Zheng, N.C. Yen, C.C. Tung, and H.H. Liu The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proceedings of the Royal Society A-Mathematical Physical and Engineering Sciences 454 1998 903 995
21. Z. Wu, and N.E. Huang Ensemble empirical mode decomposition: a noise-assisted data analysis method Advances in Adaptive Data Analysis 1 2009 1 41
22. G.H. Golub, and C.F.V. Loan Matrix Computations 1996 The Johns Hopkins University Press Baltimore, MD
23. C. Cortes, and V. Vapnik Support-vector networks Machine Learning 20 1995 273 297
24. V.N. Vapnik Statistical Learning Theory 1998 Wiley New York
25. Chih-Wei Hsu, and Chih-Jen Lin A comparison of methods for multiclass support vector machines IEEE Transactions on Neural Networks 13 2 2002 415 425
26. J.C. Platt, N. Cristianini, and J. Shawe-Taylor Large margin DAGs for multi-class classification Advances in Neural Information Processing Systems 12 2000 547 553
27. C.W. Hsu, and C.J. Lin A comparison of methods for multi-class support vector machines IEEE Transactions on Neural Networks 13 2002 415 425
28. R. Rifkin, and A. Klautau In defense of one-vs-all classification Journal of Machine Learning Research 5 2004 101 141
29. E. Ozdemirci, and Y. Akkaya Mobile monitoring system to take PQ snapshots of Turkish electricity transmission system Instrumentation and Measurement Technology Conference Proceedings British Columbia, Canada 2008 1 6
30. T. Demirci, and A. Kalaycioglu National power quality monitoring network and assessment center for the Turkish electricity transmission system: recent developments Signal Processing, Communication and Applications Conference Antalya, Turkey 2008 1 4
31. http://www.guckalitesi.gen.tr/en/about/scope.php (last accessed 22.07.2012)