Voltage sag analysis on three phase systems using wavelet transform and probabilistic neural network

39th International Universities Power Engineering Conference, UPEC 2004 - Conference Proceedings

Volumn 3, Issue , 2004, Pages 948-952

  Albano, M ^a,b   Caldon, R ^a   Turn, R ^a  

^a UNIVERSITY OF PADOVA   (Italy)

^b Dipartimento di Ingegneria Meccanica   (Italy)

Author keywords

Power quality; Probabilistic Neural Network; Sag; Wavelet analysis

Indexed keywords

CONSUMER ELECTRONICS; ELECTRIC POWER SYSTEMS; ELECTRICITY; NEURAL NETWORKS; WAVELET TRANSFORMS;

POWER QUALITY; PROBABILISTIC NEURAL NETWORK; SAG; WAVELET ANALYSIS;

VOLTAGE CONTROL;

EID: 32044463154     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. I.Y.H. Gu, E. Styvaktakis, Bridge the gap: signal processing for power quality applications, Electric Power Systems Research 66 (2003) 83/96.
2. M. Albano, R. Caldon, R. Turri, "Probabilistic Neural Network Procedure for Classification and Forecasting Voltage Sags on Distribution Systems", Proc. of Probabilistic Methods Applied to Power System (PMAPS), Napoli (Italy). Sept. 2002.
3. M. Misiti, Y. Misiti, G. Oppenheim, J.-M. Poggi, Wavelet Toolbox User's Guide, The Mathworks, ver 2, 2002.
4. F. Jurado, J.R. Saenz, "Comparison between discrete STFT and wavelets for the analysis of power quality events", Electric Power Systems Research, Volume 62. Issue 3, 28 July 2002. Pages 183-190.
5. A.W. Galli,O.M. Nielsen, "Wave analysis for power system transients", IEEE Computer Applications in Power, 2000, Pages 16-25.
6. W.A. Wilkinson, M.D Cox, "Discrete wavelet analysis of power system transients", IEEE Transactions on Power Systems, Vol. 11, Issue: 4, Nov. 1996, Pages:2038-2044.
7. IEEE Voltage Sag Indices Task Force. IEEE Standard P1564, 2003.
8. E. Styvaktakis, Automating Power Quality Analysis, Ph.D. thesis, Chalmers University of Technology, Sweden, 2002.
9. E. Styvaktakis, M.H.J. Bollen, I.Y.H. Gu, "Expert system for classification and analysis of power system events', IEEE Trans. Power Deliv. 17(2) 2002 423-428.