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Original Articles

Extreme Learning Machine Based Adaptive Distance Relaying Scheme for Static Synchronous Series Compensator Based Transmission Lines

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Pages 219-232 | Received 08 Jan 2015, Accepted 05 Sep 2015, Published online: 14 Dec 2015

References

  • Hingorani, N.G., and Gyugyi, L., Understanding FACTS Concepts and Technology of Flexible AC Transmission Systems, New York: IEEE Press, 2000.
  • Song, Y.H., and Johns, A.T., Flexible AC Transmission Systems, New York: IEEE Press, 1999.
  • Sen, K.K., “SSSC—static synchronous static compensator: Theory, modeling, and applications,” IEEE Trans. Power Del., Vol. 13, No. 1, pp. 241–246, January 1998.
  • CIGRE, “Static synchronous series compensator (SSSC),” CIGRE Brochure, Working Group B4.40 No. 371, February 2009.
  • Khederzadeh, M., and Sidhu, T.S., “Impact of TCSC on the protection of transmission lines,” IEEE Trans Power Del., Vol. 21, No. 187, January2006.
  • Khederzadeh, M., Ghorbani, A., and Salemnia, A., “Impact of SSSC on the digital distance relay,” IEEE/PES General Meeting, Calgary, Alberta, Canada, 26–30 July2009.
  • Dash, P.K., Pradhan, A.K. , Panda, G., and Liew, A.C. , “Digital protection of power transmission lines in the presence of series connected FACTS devise,”Proc. IEEE Power Eng. Winter Meet., Vol. 3, pp. 1967–1972, 23–27 January 2000.
  • El-Arroudi, K., Joos, G., and McGillis, D.T., “Operation of impedance protection relays with the STATCOM,” IEEE Trans. Power Del., Vol. 17, No. 2, pp. 381–387, April 2002.
  • Sidhu, T.S., Varma, R.K., Gangadharan, P.K., Albasri, FA., and Ortiz, G.R., “Performance of distance relays on shunt—FACTS compensated transmission lines,” IEEE Trans. Power Del., Vol. 20, No. 3, pp. 1837–1845, July 2005.
  • Khederzadeh, M., and Ghorbani, A., “Impact of VSC-based multiline FACTS controllers on distance protection of transmission lines,” IEEE Trans. Power Del., Vol. 27, No. 1, pp. 32–39, January 2012.
  • Moravej, Z., Pazoki, M., and Khederzadeh, M., “Impact of UPFC on power swing characteristic and distance relay behaviour,” IEEE Trans. Power Del., Vol. 29, No. 1, pp. 261–268, February 2014.
  • Dash, P.K., Pradhan, A.K. , Panda, G., and Liew, A.C. , “Adaptive relay setting for flexible AC transmission systems (FACTS),” IEEE Trans. Power Del., Vol. 15, No. 1, pp. 38–43, January 2000.
  • Dash, P.K., Pradhan, A.K., and Panda, G., “Distance protection in the presence of unified power flow controller,” Electr. Power Syst. Res., Vol. 54, No. 3, pp. 189–198, June 2000.
  • Horowitz, S.H., and Phadke, A.G., Power System Relaying, 3rd ed., New York: Wiley, 2008.
  • Xia, Y.Q., Li, K.K., and David, A.K., “Adaptive relay setting for standalone digital distance protection,” IEEE Trans. Power Del., Vol. 9, No. 1, pp. 480–491, January 1994.
  • Li, K.K., Lai, L.L. , and David, A.K. , “Stand-alone intelligent digital distance relay,” IEEE Trans. Power Syst., Vol. 15, No. 1, pp. 137–142, February2000.
  • Bhalja, B.R., and Maheshwari, R.P., “High-resistance faults on two terminal parallel transmission line: Analysis, simulation studies, and an adaptive distance relaying scheme,” IEEE Trans. Power Del., Vol. 22, pp. 801–812, April 2007.
  • Upendar, J., Gupta, C.P. , and Singh, G.K. , “Comprehensive adaptive distance relaying scheme for parallel transmission lines,” IEEE Trans. Power Del., Vol. 261039–1052, 2011.
  • Huang, G.B., Zhu, Q.Y., and Siew, C.K., “Extreme learning machine: Theory and applications,” Neurocomputing, Vol. 70, pp. 489–501, December 2006.
  • Nizar, A.H., Dong, Z.Y., and Wang, Y., “Power utility nontechnical loss analysis with extreme learning machine method,” IEEE Trans. Power Syst., Vol. 23, pp. 946–955, August 2008.
  • Chen, X., Dong, Z.Y., Meng, K., Xu, Y., Wong, K.P., and Ngan, H.W., “Electricity price forecasting with extreme learning machine and bootstrapping,” IEEE Trans. Power Syst., Vol. 27, pp. 2055–2062, August 2012.
  • Huang, G.B., Zhou, H., Ding, X., and Zhang, R., “Extreme learning machine for regression and multiclass classification,” IEEE Trans. Syst. Man Cybernet. Part B: Cybernet., Vol. 42, pp. 513–529, April 2012.
  • Malathi, V., Marimuthu, N.S., Baskar, S., and Ramar, K., “Application of extreme learning machine for series compensated transmission line protection,” Eng. Appl. Art. Intell., Vol. 24, pp. 880–887, August 2011.
  • Ray, P., and Mishra, D., “Application of extreme learning machine for underground cable fault location,” Int. Trans. Electr. Energy Syst., DOI: 10.1002/etep.2032, December 2014.
  • Serre, D., Theory and Applications, New York: Springer, 2002.
  • Sarangi, S., and Pradhan, A.K. , “Adaptive direct under reaching transfer trip protection scheme for three-terminal line,” IEEE Trans. Power Del., Vol. 30, No. 6, pp. 2383–2391, DOI: 10.1109/TPWRD.2015.2388798, December 2015.
  • Ma, J., Ma, W., Qiu, Y., and Thorp, J., “An adaptive distance protection scheme based on the voltage drop equation,” IEEE Trans. Power Del., Vol. 21, No. 4, pp. 1931–1940, DOI: 10.1109/TPWRD.2015.2404951, August 2015.
  • Li, K.K., and Lai, L.L., “Ideal operating region of digital distance relay under high resistance fault,” Electr. Power Energy Syst., Vol. 43, pp. 215–219, December1997.
  • IEEE, “IEEE guide to protective relay applications to transmission lines,” IEEE Standard C37.113-1999.
  • The Math Works, Inc, “SimPowerSystems toolbox ver. 7.10.0.499(R2010a).”
  • Zhou, X., Wang, H., Aggarwal, R.K., and Beaumont, P., “Performance evaluation of a distance relay as applied to a transmission system with UPFC,” IEEE Trans. Power Del., Vol. 21, No. 3, pp. 1137–1147, July 2006.
  • Ghorbani, A., Mozafari, B., and Ranjbar, A.M., “Digital distance protection of transmission lines in the presence of SSSC,” Electr. Power Syst. Res., Vol. 43, No. 3719, December 2012.
  • Bhalja, B., and Maheshwari, R.P., “Trends in adaptive distance protection of multi terminal and double-circuit lines,” Electr. Power Compon. Syst., Vol. 34, No. 6, pp. 603–617, June 2006.
  • Bhalja, B., and Maheshwari, R.P., “An adaptive distance relaying scheme using radial basis function neural network,” Electr. Power Compon. Syst., Vol. 35, No. 3, pp. 245–259, March 2007.
  • Seethalekshmi, K., Singh, S.N., and Srivastav, S.C., “Synchrophasor assisted adaptive reach setting of distance relays in presence of UPFC,” IEEE Syst. J., Vol. 5, No. 3, pp. 396–405, September 2011.
  • NERC, “NERC recommendations to August 14, 2003 blackout-prevent and mitigate the impacts of future cascading blackouts,” 2003, available at: www.NERC.com
  • Paudyal, S., Gokaraju, R., Sachdev, M.S., and Cheng, S., “Out-of-step detection using energy equilibrium criterion in time domain,” Electr. Power Compon. Syst., Vol..37, No. 7, pp. 714–739, June 2009.
  • Dubey, R., and Samantaray, S.R., “Wavelet singular entropy-based symmetrical fault-detection and out-of-step protection during power swing,” IET Generat. Transm. Distrib., Vol. 7, No. 10, pp. 1123–1134, October 2013.
  • Dubey, R., Samantaray, S.R., and Panigrahi, B.K., “Simultaneous impact of unified power flow controller and off-shore wind penetration on distance relay characteristics,” IET Generat. Transm. Distrib., Vol. 8, No. 11, pp. 1869–1880, November 2014.
  • Dubey, R., Samantaray, S.R., Panigrahi, B.K., and Venkaparao, G.V., “Adaptive distance relay setting for parallel transmission network connecting wind farms and UPFC,” Int. J. Electr. Power Energy Syst., Vol. 65, pp. 113–123, February 2015.

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