Wavelet Entropy Based Algorithm for Fault Detection and Classification in FACTS Compensated Transmission Line
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 32805
Wavelet Entropy Based Algorithm for Fault Detection and Classification in FACTS Compensated Transmission Line

Authors: Amany M. El-Zonkoly, Hussein Desouki

Abstract:

Distance protection of transmission lines including advanced flexible AC transmission system (FACTS) devices has been a very challenging task. FACTS devices of interest in this paper are static synchronous series compensators (SSSC) and unified power flow controller (UPFC). In this paper, a new algorithm is proposed to detect and classify the fault and identify the fault position in a transmission line with respect to a FACTS device placed in the midpoint of the transmission line. Discrete wavelet transformation and wavelet entropy calculations are used to analyze during fault current and voltage signals of the compensated transmission line. The proposed algorithm is very simple and accurate in fault detection and classification. A variety of fault cases and simulation results are introduced to show the effectiveness of such algorithm.

Keywords: Entropy calculation, FACTS, SSSC, UPFC, wavelet transform.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1330227

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2012

References:


[1] E.Uzunovic , EMTP Transient Stability and Power Flow Models and Controls of VSC Based FACTS Controllers, P.hD Thesis, University of waterloo, Waterloo, Ontario, Canada, 2001.
[2] B.Geethalakshmi, and P.Dananjayan, "Investigation of performance of UPFC without DC link capacitor", Inter. Journal of Electric Power Systems Research , vol.78, no.4, pp. 736-746 April 2007.
[3] P.K.Dash, and S.R.Samantray, "Phase selection and fault section identification in thyristor controlled series compensated line using discrete wavelet transform", Inter. Journal of Electrical Power & Energy Systems, vol.26, no.9, pp. 725-732, Sept.2004.
[4] A.I.Megahed, A.Monem Moussa, and A.E.Bayoumy, "Usage of wavelet transform in the protection of series-compensated transmission lines", IEEE Trans. On Power Delivery, Vol.21, No.3, pp. 1213-1221, July 2006.
[5] P.K.Dash, S.R.Samantray, and G.Panda, "Fault classification and section identification of an advanced series-compensated transmission line using support vector machine", IEEE Trans. On Power Delivery, Vol.22, No.1, pp. 67-73, Jan. 2007.
[6] A.K.Pardhan, A.Routray, S.Pati, and D.K.Pardhan, "Wavelet fuzzy combined approach for fault classification of a series-compensated transmission line", IEEE Trans. On Power Delivery, Vol.19, No.4, pp. 1612-1618, Oct. 2004.
[7] S.R.Samantray, and P.K.Dash, "Pattern recognition based digital relaying for advanced series compensated line", Inter. Journal of Electrical Power & Energy Systems, vol.30, no.1, pp.102-112, Feb.2008..
[8] A.Y.Abdelaziz, A.M.Ibrahim, M.M.Mansour, and H.E.Talaat, "Modern approaches for protection of series-compensated transmission lines", Inter. Journal of Electric Power Systems Research, vol.75, no.1, pp.85- 98, July 2005.
[9] M.El Moursi, A.M.Sharaf, and K.El-Arroudi, "Optimal control schemes for SSSC for dynamic series compensation", Inter. Journal of Electric Power Systems Research, vol.78, no.4, pp.646-656, April 2008.
[10] H.Zheng-you, C.Xiaoqing and L.Guoming, "wavelet Entropy Definition and its Application for Transmission Line Fault Detection and Identification (Part II: Fault Detection in Transmission Line), Proc. Int. Conf. on Power System Technology, 2006.
[11] H.Zheng-you, C.Xiaoqing and L.Guoming, "wavelet Entropy Definition and its Application for Transmission Line Fault Detection and Identification (Part I: Definition and Methodology), Proc. Int. Conf. on Power System Technology, 2006.
[12] H.Zheng-you, C.Xiaoqing and L.Guoming, "wavelet Entropy Definition and its Application for Transmission Line Fault Detection and Identification (Part III: Transmission line faults transients identification), Proc. Int. Conf. on Power System Technology, 2006.
[13] S.El Safty, and A.M.El-Zonkoly, " Applying Wavelet Entropy Principle in Fault Classification", Inter. Journal of Electrical Power & Energy Systems, vol.31, no.10, pp.604-607, Nov.-Dec.2009.
[14] Zhimin Li, Weixing Li and Ruiye Liu, "Applications of entropy principles in power system: A survey", IEEE/PES Transmission and Distribution conference and Exhibition, China, 2005.