Integrated DWT-FFT approach for detection and classification of power quality disturbances

International Journal of Electrical Power and Energy Systems

Volumn 61, Issue , 2014, Pages 594-605

  Deokar, S A ^a   Waghmare, L M ^b  

^a Department of Electrical Engineering Dnyanganga College of Engineering and Research ^*  (India)

^b SHRI GURU GOBIND SINGHJI INSTITUTE OF ENGINEERING AND TECHNOLOGY   (India)

Author keywords

Discrete wavelet transform; Feature extraction; Multi resolution analysis; Power quality; Squared wavelet transform coefficients

Indexed keywords

CLASSIFIERS; DISCRETE WAVELET TRANSFORMS; ELECTRIC POWER SYSTEMS; FAST FOURIER TRANSFORMS; FEATURE EXTRACTION; MATLAB; POWER QUALITY;

DISCRETE WAVELETS; ELECTRICAL POWER SYSTEM; PARAMETRIC EQUATION; PERFORMANCE OF CLASSIFIER; POWER QUALITY DISTURBANCES; RULE-BASED APPROACH; TIME LOCALIZATION; WAVELET TRANSFORM COEFFICIENTS;

SIGNAL DETECTION;

EID: 84899807107     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2014.04.015     Document Type: Article

References (25)

1. J.A. Arrillaga, N.R. Watson, and S. Chen Power system quality assessment 2000 John Wiley and Sons New York (USA)
2. J.C. Goswami, and A.K. Chan Fundamentals of wavelets 2009 John Wiley and Sons New York (USA)
3. R.C. Dugan, M.F. McGranaghan, S. Santoso, and H.W. Beaty Electrical power systems quality 2nd ed. 2004 The McGraw-Hill New York (USA)
4. I.Y.H. Gu, and E. Styvaktakis Bridge the gap: signal processing for power quality applications Electric Power Syst Res 66 1 2003 83 96
5. S. Santoso, W.M. Grady, E.J. Powers, J. Lamoree, and S.C. Bhatt Characterization of distribution power quality events with Fourier and wavelet transforms IEEE Trans Power Deliv 15 1 2000 247 254
6. I.Y.H. Gu, and M.H.J. Bollen Time-frequency and time scale domain analysis of voltage disturbances IEEE Trans Power Deliv 15 4 2000 1279 1284
7. D.C. Robertson, O.I. Camps, J.S. Mayer, and W.B. Gish Sr Wavelets and electromagnetic power system transients IEEE Trans Power Deliv 11 2 1996 1050 1056
8. M. Karimi, H. Mokhtari, and M.R. Iravani Wavelet based on-line disturbance detection for power quality applications IEEE Trans Power Deliv 15 4 2000 1212 1220
9. K.L. Butler-Purry, and M. Bagriyanik Characterization of transients in transformers using discrete wavelet transforms IEEE Trans Power Deliv 18 2 2003 648 656
10. W.A. Wilkinson, and M.D. Cox Discrete wavelet analysis of power system transients IEEE Trans Power Deliv 11 4 1996 2038 2044
11. O. Poisson, P. Rioual, and M. Meunier Detection and measurement of power quality disturbances using wavelet transform IEEE Trans Power Deliv 15 3 2000 1039 1044
12. Y.Y. Hong, and C.W. Wang Switching detection/classification using discrete wavelet transform and self-organizing mapping network IEEE Trans Power Deliv 20 2 2005 1662 1668
13. Hwang WL, Mallat S. Singularities and noise discrimination with wavelets. In: International proceedings of the IEEE international conference on acoustics, speech, and signal, San Francisco, California, USA; 1992. p. 377-80.
14. D. Saxena, S.N. Singh, and K.S. Verma Wavelet based de-noising of power quality events for characterization Int J Eng Sci Technol 3 3 2011 119 132
15. Deokar SA, Waghmare LM. Power system switching transients analysis using multi-resolution signal decomposition. In: International proceedings of IEEE international conference on control, automation, communication, Perundurai, Tamilnadu, India; 2009. p. 873-8.
16. S.H. Cho, Gilsoo Jang, and Sae-Hyuk Known Time-frequency analysis of power quality disturbances via the Gabor-Wigner transform IEEE Trans Power Deliv 25 1 2010 494 499
17. H. Haibo, S. Xiaoping, and A. Starzyk Janusz Power quality disturbances analysis based on EDMRA method Int J Electric Power Energy Syst 31 2009 258 268
18. B.K. Panigrahi, P.K. Das, and J.B.V. Reddy Hybrid signal processing and machine intelligence techniques for detection, quantification and classification of power quality disturbances Int J Electric Power Energy Syst 22 2009 442 454
19. M. Uyar, S. Yildirim, and M.T. Gencoglu An effective wavelet-based feature extraction method for classification of power quality disturbance signals Electric Power Syst Res 78 10 2008 1747 1755
20. A.M. Gaouda, M.R. Sultan, M.M.A. Salama, and A.Y. Chikhani Power quality detection and classification using wavelet multi-resolution signal decomposition IEEE Trans Power Deliv 14 4 1999 1469 1476
21. C.N. Bhende, S. Mishra, and B.K. Panigrahi Detection and classification of power quality disturbances using S-transform and modular neural network Electric Power Syst Res 78 2008 122 128
22. H. Eristi, A. Ucar, and Y. Demir Wavelet-based feature extraction and selection for classification of power system disturbances using support vector machines Electric Power Syst Res 80 7 2010 743 752
23. Z.-L. Gaing Wavelet-based neural network for power disturbance recognition and classification IEEE Trans Power Deliv 19 4 2004 1560 1568
24. C.-C. Liao, and H.-T. Yang Recognizing noise-influenced power quality events with integrated feature extraction and neuro-fuzzy network IEEE Trans Power Deliv 24 4 2009 2132 2141
25. M.B.I. Reaz, F. Choong, M.S. Sulainman, F. Mohd-Yasin, and M. Kamada Expert system for power quality disturbance classifier IEEE Trans Power Deliv 22 3 2007 1979 1984