Characterization of power quality disturbances using hybrid technique of linear Kalman filter and fuzzy-expert system

Electric Power Systems Research

Volumn 83, Issue 1, 2012, Pages 41-50

  Abdelsalam, Abdelazeem A ^a   Eldesouky, Azza A ^b   Sallam, Abdelhay A ^b  

^a SUEZ CANAL UNIVERSITY   (Egypt)

^b PORT SAID UNIVERSITY   (Egypt)

Author keywords

DWT; Fuzzy expert system; Kalman filter; Power quality disturbance

Indexed keywords

DISTORTED WAVEFORMS; DWT; EXPERIMENTAL DATA; FUZZY EXPERT SYSTEMS; HYBRID TECHNIQUES; LINEAR KALMAN FILTERS; POWER QUALITY DISTURBANCE; POWER QUALITY DISTURBANCES; PQ EVENT; THREE PARAMETERS; VOLTAGE WAVEFORMS; WAVE FORMS;

DISCRETE WAVELET TRANSFORMS; EXPERT SYSTEMS; HARMONIC ANALYSIS; KALMAN FILTERS; POWER QUALITY;

FUZZY FILTERS;

EID: 80053961946     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2011.09.018     Document Type: Article

References (28)

1. I.Y. Gu, and E. Styvaktakis Bridge the gap: signal processing for power quality applications Electric Power Syst. Res. 66 1 2003 83 96
2. W.R.A. Ibrahim, and M.M. Morcos Artificial intelligence and advanced mathematical tools for power quality applications: a survey IEEE Trans. Power Deliv. 17 2 2002 668 673 (Pubitemid 34684586)
3. R.A. Flores State of the art in the classification of power quality events an overview Proc. 10th Int. Conf. Harmonics Quality of Power, vol. 1 2002 17 20
4. G.T. Heydt, P.S. Fjeld, C.C. Liu, D. Pierce, L. Tu, and G. Hensley Applications of the windowed FFT to electric power quality assessment IEEE Trans. Power Deliv. 14 4 1999 1411 1416 (Pubitemid 30538544)
5. P.S. Wright Short-time Fourier transforms and Wigner-Ville distributions applied to the calibration of power frequency harmonic analyzers IEEE Trans. Instrum. Meas. 48 2 1999 475 478
6. S. Sannoto, E.J. Powers, W.M. Grady, and P. Hofmann Power quality assessment via wavelet transform analysis IEEE Trans. Power Deliv. 11 2 1996 924 930 (Pubitemid 126774339)
7. A.M. Gaouda, M.M.A. Salama, M.K. Sultan, and A.Y. Chikhani Power quality detection and classification using wavelet-multiresolution signal decomposition IEEE Trans. Power Deliv. 14 4 1999 1469 1476 (Pubitemid 30538551)
8. S. Santoso, J.P. Edward, W.M. Grady, and A.C. Parsons Power quality disturbance waveform recognition using wavelet-based neural classifier-part 1: theoretical foundation IEEE Trans. Power Deliv. 15 2 2000 222 228
9. S. Santoso, J.P. Edward, W.M. Grady, and A.C. Parsons Power quality disturbance waveform recognition using wavelet-based neural classifiers-part 2: application IEEE Trans. Power Deliv. 15 1 2000 229 235
10. A. Elmitwally, S. Farghal, M. Kandil, S. Abdelkader, and M. Elkateb Proposed wavelet-neurofuzzy combined system for power quality violations detection and diagnosis Proc. IEE Gen. Transm. Distrib. 148 1 2001 15 20 (Pubitemid 32228139)
11. A.M. Gaouda, S.H. Kanoun, M.M.A. Salama, and A.Y. Chikhani Pattern recognition applications for power system disturbance classification IEEE Trans. Power Deliv. 17 3 2002 677 683
12. Z.L. Gaing Wavelet-based neural network for power disturbance recognition and classification IEEE Trans. Power Deliv. 19 4 2004 1560 1568
13. A.M. Gaouda, and M.M.A. Salama Monitoring nonstationary signals IEEE Trans. Power Deliv. 24 3 2009 1367 1376
14. U.D. Dwivedi, and S.N. Singh Enhanced detection of power-quality events using intra and interscale dependencies of wavelet coefficients IEEE Trans. Power Deliv. 25 1 2010 358 366
15. R.G. Stockwell, L. Mansinha, and R.P. Lowe Localization of the complex spectrum: the S-transform IEEE Trans. Signal Process. 44 4 1996 998 1001
16. P.K. Dash, B.K. Panigrahi, and G. Panda Power quality analysis using S-transform IEEE Trans. Power Deliv. 18 2 2003 406 411
17. P.K. Dash, B.K. Panigrahi, D.K. Sahoo, and G. Panda Power quality disturbance data compression, detection, and classification using integrated spline wavelet and S-transform IEEE Trans. Power Deliv. 18 2 2003 595 600
18. M.V. Chilukuri, and P.K. Dash Multiresolution S-transform-based fuzzy recognition system for power quality events IEEE Trans. Power Deliv. 19 1 2004 323 330
19. A.M. Gargoom, N. Ertugrul, and W.L. Soong Investigation of effective automatic recognition systems of power-quality events IEEE Trans. Power Deliv. 22 4 2007 2319 2326 (Pubitemid 47542805)
20. A.M. Gargoom, N. Ertugrul, and W.L. Soong Automatic classification and characterization of power quality events IEEE Trans. Power Deliv. 23 4 2008 2417 2425
21. E. Styvaktatis, M.H.J. Bollen, and I.Y.H. Gu Expert system for classification and analysis of power system events IEEE Trans. Power Deliv. 17 2 2002 423 428 (Pubitemid 34684550)
22. M. Reaz, F. Choong, M. Sulaiman, F. Yasin, and M. Kamada Expert system for power quality disturbance classifier IEEE Trans. Power Deliv. 22 3 2007 1979 1988
23. E. Perez, and J. Barros A proposal for on-line detection and classification of voltage events in power systems IEEE Trans. Power Deliv. 23 4 2008 2132 2138
24. C.I. Chen, G.W. Chang, R.C. Hong, and H.M. Li Extended real model of Kalman filter for time-varying harmonics estimation IEEE Trans. Power Deliv. 25 1 2010 17 26
25. S. Mallat A Wavelet Tour of Signal Processing 1999 Academic Press USA
26. A. Girgis, W. Chang, and E. Makram A digital recursive measurement scheme for on-line tracking of power system harmonics IEEE Trans. Power Deliv. 6 3 1991 1153 1160 (Pubitemid 21674930)
27. K. Kent, C. Yu, N.R. Watson, and J. Arrillaga An adaptive Kalman filter for dynamic harmonic state estimation and harmonic injection tracking IEEE Trans. Power Deliv. 20 2 2005 1577 1584 (Pubitemid 40573592)
28. http://www.standards.ieee.org