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2018 | OriginalPaper | Chapter

Application of Teager Energy Operator for the Power System Fault Identification and Localisation

Authors : Nejra Čišija-Kobilica, Samir Avdaković

Published in: Advanced Technologies, Systems, and Applications II

Publisher: Springer International Publishing

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Abstract

Power system is constantly exposed to the disturbances. Some disturbances can cause cascading propagation and outages of other generators or transmission lines in the system. Finally that can lead to the partial or total system blackout. Wide Area Monitoring Protection and Control (WAMPAC) systems based on phasor measurement units (PMU) are strongly improving in order to eventually prevent these dangerous occurences. This platform presents base for the development of the smart grids. One of the requirements for the smart power systems is presence of the algorithms for fast and correct fault identification and localisation. In this paper Teager Energy Operator (TEO) is proposed for the processing and analysis of the synchronized measurement signals in order to perform fault identification and localisation. Several fault types are simulated in the NE 39 bus test system using DigSILENT Power Factory software. Results of the fault identification and localisation are compared with Discrete Wavelet Transform (DWT).

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Literature
1.
go back to reference La Scala, M., De Benedicts, M., Bruno, S., Grobovoy, A., Bondareva, N., Borodina, N., Den isova, D.: Development of Applications in WAMS and WACS: An International Cooperation Experience IEEE (2006) La Scala, M., De Benedicts, M., Bruno, S., Grobovoy, A., Bondareva, N., Borodina, N., Den isova, D.: Development of Applications in WAMS and WACS: An International Cooperation Experience IEEE (2006)
2.
go back to reference Messina, A.R.: Inter-Area Oscillations in Power Systems—A Nonlinear and Nonstationary Perspective Perspective. Springer (2009) Messina, A.R.: Inter-Area Oscillations in Power Systems—A Nonlinear and Nonstationary Perspective Perspective. Springer (2009)
3.
go back to reference Mei, K., Rovnyak, S.M., Ong C.-M.: Dynamic event detection using wavelet analysis. In: Proceedings of IEEE PES General Meeting (2006) Mei, K., Rovnyak, S.M., Ong C.-M.: Dynamic event detection using wavelet analysis. In: Proceedings of IEEE PES General Meeting (2006)
4.
go back to reference Avdakovic, S., Nuhanovic, A., Kusljugic, M., Becirovic, E.: Wavelet analysis of dynamic behaviors of the large interconnected power system. Inter. J. Sci. Eng. Res. (2012) Avdakovic, S., Nuhanovic, A., Kusljugic, M., Becirovic, E.: Wavelet analysis of dynamic behaviors of the large interconnected power system. Inter. J. Sci. Eng. Res. (2012)
5.
go back to reference Avdakovic, S., Nuhanovic, A., Kusljugic, M., Music, M.: Wavelet transform applications in power system dynamics. Electr. Power Syst. Res. (2012) Avdakovic, S., Nuhanovic, A., Kusljugic, M., Music, M.: Wavelet transform applications in power system dynamics. Electr. Power Syst. Res. (2012)
6.
go back to reference Hojo, M., Ohnishi, T., Mitani, Y., Saeki, O., Ukai, H.: Observation of frequency oscillation in western Japan 60 Hz power system based on multiple synchronized phasormeasurements. In: Proceedings of IEEE-Power Technology (2003) Hojo, M., Ohnishi, T., Mitani, Y., Saeki, O., Ukai, H.: Observation of frequency oscillation in western Japan 60 Hz power system based on multiple synchronized phasormeasurements. In: Proceedings of IEEE-Power Technology (2003)
7.
go back to reference Hashiguchi, T., Mitani, Y., Saeki, O., Tsuji, K., Hojo, M., Ukai, H.: Monitoring power system dynamics based on phasor measurements from demand side outlets developed in Japan Western 60 Hz system. In: Proceedings of IEEE PES—Power Systems Conference Expo (2004) Hashiguchi, T., Mitani, Y., Saeki, O., Tsuji, K., Hojo, M., Ukai, H.: Monitoring power system dynamics based on phasor measurements from demand side outlets developed in Japan Western 60 Hz system. In: Proceedings of IEEE PES—Power Systems Conference Expo (2004)
8.
go back to reference Jiang, Q., Li, X., Wang, B., Wang, H.: PMU-Based fault location using voltage measurements in large transmission networks. IEEE Trans. Power Delivery (2012) Jiang, Q., Li, X., Wang, B., Wang, H.: PMU-Based fault location using voltage measurements in large transmission networks. IEEE Trans. Power Delivery (2012)
9.
go back to reference Megahed, A.I., Moussa, A.M., Bayoumy, A.E.: Usage of wavelet transform in the protection of series-compensated transmission lines. IEEE Trans. Power Delivery (2006) Megahed, A.I., Moussa, A.M., Bayoumy, A.E.: Usage of wavelet transform in the protection of series-compensated transmission lines. IEEE Trans. Power Delivery (2006)
10.
go back to reference Parikh, U.B., Das, B., Maheshwari, R.P.: Combined wavelet-SVM technique for fault zone detection in a series compensated transmission line. IEEE Trans. Power Delivery (2008) Parikh, U.B., Das, B., Maheshwari, R.P.: Combined wavelet-SVM technique for fault zone detection in a series compensated transmission line. IEEE Trans. Power Delivery (2008)
11.
go back to reference Kumar, J., Jena, P.: Fault Detection during Power Swing using Teager-Kaiser Energy Operator. IEEE (2016) Kumar, J., Jena, P.: Fault Detection during Power Swing using Teager-Kaiser Energy Operator. IEEE (2016)
12.
go back to reference Gawali, N.U., Hasabe, R.P., Vaidya, A.P.: A comparison of different mother wavelet for fault detection & classification of series compensated transmission line. Int. J. Innov. Res. Sci. Technol. (2015) Gawali, N.U., Hasabe, R.P., Vaidya, A.P.: A comparison of different mother wavelet for fault detection & classification of series compensated transmission line. Int. J. Innov. Res. Sci. Technol. (2015)
13.
go back to reference Lai, T.M., Snider, L.A., Sutanto, D.: High-Impedance fault detection using discrete wavelet transform and frequency range and RMS conversion. IEEE Trans. Power Delivery (2005) Lai, T.M., Snider, L.A., Sutanto, D.: High-Impedance fault detection using discrete wavelet transform and frequency range and RMS conversion. IEEE Trans. Power Delivery (2005)
14.
go back to reference Costa, F.B.: Fault-Induced transient detection based on real-time analysis of the wavelet coefficient energy. IEEE Trans. Power Delivery (2014) Costa, F.B.: Fault-Induced transient detection based on real-time analysis of the wavelet coefficient energy. IEEE Trans. Power Delivery (2014)
15.
go back to reference Livani, H., Evrenosoğlu, C.Y.: A fault classification and localization method for three-terminal circuits using machine learning. IEEE Trans. Power Delivery (2013) Livani, H., Evrenosoğlu, C.Y.: A fault classification and localization method for three-terminal circuits using machine learning. IEEE Trans. Power Delivery (2013)
16.
go back to reference Kvedalen, E.: Signal Processing Using the Teager Energy Operator and Other Nonlinear Operators. University of Oslo (2003) Kvedalen, E.: Signal Processing Using the Teager Energy Operator and Other Nonlinear Operators. University of Oslo (2003)
17.
go back to reference Kaiser, J.F.: Some Useful Properties of Teager’s Energy Operator. IEEE (1993) Kaiser, J.F.: Some Useful Properties of Teager’s Energy Operator. IEEE (1993)
18.
go back to reference Daubechies, I.: Ten Lectures on Wavelets. Society for Industrial and Applied Mathematics (1992) Daubechies, I.: Ten Lectures on Wavelets. Society for Industrial and Applied Mathematics (1992)
19.
go back to reference Mallat, S.: A Wavelet Tour of Signal Processing. Academic Press (1999) Mallat, S.: A Wavelet Tour of Signal Processing. Academic Press (1999)
20.
go back to reference Wang, Z., Bovik, A.C.: Mean squared error: love it or leave it. IEEE Signal Process. Mag. (2009) Wang, Z., Bovik, A.C.: Mean squared error: love it or leave it. IEEE Signal Process. Mag. (2009)
21.
go back to reference Ivatloo, B.M.: Optimal placement of PMUs for power system observability using toplogy based formulated algorithms. J. Appl. Sci. (2009) Ivatloo, B.M.: Optimal placement of PMUs for power system observability using toplogy based formulated algorithms. J. Appl. Sci. (2009)
22.
go back to reference Avdakovic, S., Becirovic, E., Nuhanovic, A., Kusljugic, M.: Generator coherency using the wavelet phase difference approach. IEEE Trans. Power Syst. (2014) Avdakovic, S., Becirovic, E., Nuhanovic, A., Kusljugic, M.: Generator coherency using the wavelet phase difference approach. IEEE Trans. Power Syst. (2014)
Metadata
Title
Application of Teager Energy Operator for the Power System Fault Identification and Localisation
Authors
Nejra Čišija-Kobilica
Samir Avdaković
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-71321-2_2

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