A real-time classification method of power quality disturbances

Electric Power Systems Research

Volumn 81, Issue 2, 2011, Pages 660-666

  Zhang, Ming ^a,b   Li, Kaicheng ^b   Hu, Yisheng ^b  

^a WUHAN TEXTILE UNIVERSITY   (China)

^b HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Discrete Fourier transform (DFT); Power quality (PQ) disturbances; Real time; RMS (root mean square); Rule based decision tree (RBDT)

Indexed keywords

CLASSIFICATION METHODS; COMPUTATION BURDEN; DISCRIMINATIVE FEATURES; POWER QUALITY DISTURBANCES; POWER SIGNALS; REAL-TIME; ROOT MEAN SQUARES; RULE-BASED DECISION TREES; STATISTICAL FEATURES; TIME FREQUENCY; WAVE FORMS;

DECISION TREES; DISCRETE FOURIER TRANSFORMS; FEATURE EXTRACTION;

POWER QUALITY;

EID: 78650605297     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2010.10.032     Document Type: Article

References (25)

1. IEEE Recommended Practice for Monitoring Electric Power Quality, IEEE Std. 1159, 2009.
2. M. Kezunovic, and Y. Liao A new method for classification and characterization of voltage sags Electr. Power Syst. Res. 58 2001 27 35
3. M. Kezunovic, and Y. Liao A novel software implementation concept for power quality study IEEE Trans. Power Deliv. 17 2002 544 549
4. T.K. Abdel-Galil, M. Kamel, A.M. Youssef, E.F. El-Saadany, and M.M.A. Salama Power quality disturbance classification using the inductive inference approach IEEE Trans. Power Deliv. 19 2004 1812 1818
5. S. Santoso, E.J. Powers, W.M. Grady, and P. Hofmann Power quality assessment via wavelet transform analysis IEEE Trans. Power Deliv. 11 1996 924 930
6. S.J. Huang, C.T. Hsieh, and C.L. Huang Application of wavelets to classify power system disturbances Electr. Power Syst. Res. 47 1998 87 93
7. A.M. Gaouda, M.M.A. Salama, M.R. Sultan, and A.Y. Chikhani Power quality detection and classification using wavelet-multiresolution signal decomposition IEEE Trans. Power Deliv. 14 1999 1469 1476
8. I. Monedero, C. León, J. Ropero, A. García, J.M. Elena, and J.C. Montaño Classification of electrical disturbances in real time using neural networks IEEE Trans. Power Deliv. 18 2003 1288 1296
9. E. Styvaktakis, M.H.J. Bollen, and I.Y.H. Gu Expert system for classification and analysis of power system events IEEE Trans. Power Deliv. 17 2002 423 428
10. P.K. Dash, K.S. Mishra, and M.M.A. Salama Classification of power system disturbances using a fuzzy expert system and a Fourier linear combiner IEEE Trans. Power Deliv. 15 2000 472 477
11. P. Janik, and T. Lobos Automated classification of power-quality disturbances using SVM and RBF networks IEEE Trans. Power Deliv. 21 2006 1663 1669 (Pubitemid 43983701)
12. J. Chung, E.J. Powers, W.M. Grady, and S.C. Bhatt Power disturbance classifier using a rule-based method and wavelet packet-based hidden Markov model IEEE Trans. Power Deliv. 17 2002 233 241
13. J.R. Quinlan Induction of decision trees Mach. Learn. 1 1986 81 106
14. A. Lakshmikanth, M.M. Morcos, and W.N. White Jr. A real-time system for power quality testing IEEE Trans. Instrum. Meas. 47 1998 1464 1468
15. D. Gallo, C. Landi, and N. Rignano Real-time digital multifunction instrument for power quality integrated indexes measurement IEEE Trans. Instrum. Meas. 57 2008 2769 2776
16. O. Martens, H. Trampark, A. Liimets, P. Nobel, A. Veskimester, and A. Jarvalt DSP-based power-quality monitoring device WISP 2007 pp. 1-5
17. D. Gallo, C. Landi, and N. Rignano DSP based instrument for real-time PQ analysis ISIE 2007 pp. 2481-2486
18. M. Karimi, H. Mokthari, and M.R. Iravani Wavelet based on line disturbance detection for power quality applications IEEE Trans. Power Deliv. 15 2000 1212 1220
19. E. Pérez, and J. Barros A proposal for on-Line detection and classification of voltage events in power systems IEEE Trans. Power Deliv. 23 2008 2132 2138
20. T. Radil, P.M. Ramos, F.M. Janeiro, and A.C. Serra PQ monitoring system for real-time detection and classification of disturbances in a single-phase power system IEEE Trans. Instrum. Meas. 57 2008 1 9
21. M. Artioli, G. Pasini, L. Peretto, R. Sasdelli, and F. Filippetti Low-cost DSP-based equipment for the real-time detection of transients in power systems IEEE Trans. Instrum. Meas. 53 2004 933 939
22. J. Mindykowski, and T. Tarasiuk Development of DSP-based instrumentation for power quality monitoring on ships Measurement 43 2010 1012 1020
23. E. Styvaktakis, M.H.J. Bollen, and I.Y.H. Gu Automatic classification of power system events using RMS voltage measurements IEEE Power Eng. Soc. Summer Meeting 2002 824 829
24. 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. 4 1999 1411 1416
25. IEEE Recommended Practices and Requirements for Harmonic Control in Electrical Power Systems, IEEE Std. 519, 1992.