A Novel Optimal Setting for Directional over Current Relay Coordination using Particle Swarm Optimization
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A Novel Optimal Setting for Directional over Current Relay Coordination using Particle Swarm Optimization

Authors: D. Vijayakumar, R. K. Nema

Abstract:

Over Current Relays (OCRs) and Directional Over Current Relays (DOCRs) are widely used for the radial protection and ring sub transmission protection systems and for distribution systems. All previous work formulates the DOCR coordination problem either as a Non-Linear Programming (NLP) for TDS and Ip or as a Linear Programming (LP) for TDS using recently a social behavior (Particle Swarm Optimization techniques) introduced to the work. In this paper, a Modified Particle Swarm Optimization (MPSO) technique is discussed for the optimal settings of DOCRs in power systems as a Non-Linear Programming problem for finding Ip values of the relays and for finding the TDS setting as a linear programming problem. The calculation of the Time Dial Setting (TDS) and the pickup current (Ip) setting of the relays is the core of the coordination study. PSO technique is considered as realistic and powerful solution schemes to obtain the global or quasi global optimum in optimization problem.

Keywords: Directional over current relays, Optimization techniques, Particle swarm optimization, Power system protection.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1080219

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References:


[1] P. M. Anderson, Power System Protection, New York: McGraw-Hill, 1999.
[2] H.H. Zeineldin, E.F. El-Saadany, M.M.A. Salama., "Optimal coordination of over current relays using a modified particle swarm optimization" Electric Power Systems Research 76 (2006) 988-995.
[3] Applied Protective Relaying, Westinghouse Electric Corporation, Relay- Instrument Division, Coral Springs, FL 33065, 1982.
[4] R.E. Albrecht, M.J. Nisja, W.E. Feero, G.D. Rockefeller, C.L. Wagner, "Digital computer protective device coordination program - I - general program description", IEEE Trans. PAS 83 (4) (1964) 402-410.
[5] M.J. Damborg, R. Ramswami, S. Venkata, J. Posforoosh, "Computer aided transmission protective system design, Part I: algorithms", IEEE Trans. PAS 103 (4) (1984).
[6] L. Jenkines, H. Khincha, S. Shivakumar, P. Dash, "An application of functional dependencies to the topological analysis of protection schemes", IEEE Trans. Power Delivery 7 (1) (1992) 77-83.
[7] A. Urdenta, R. Nadria, L. Jimenez, "Optimal coordination of directional over current relays in interconnected power systems", IEEE Trans. Power Delivery 3 (1988) 903-911.
[8] N.A. Laway, H.O. Gupta, "A method for coordination of over current relays in interconnected power systems", IE J. 74 (1993) 59-65.
[9] B. Chattopadhyay, M.S. Sachdev, T.S. Sidhu, "An on-line relay coordination algorithm for adaptive protection using linear programming technique", IEEE Trans. Power Delivery 11 (1) (1996) 165-173.
[10] A.J. Urdenta, L.G. Perez, H. Resterbo, "Optimal coordination of directional over current relays considering dynamic changes in the network topology", IEEE Trans. Power Delivery 12 (4) (1997) 1458- 1464.
[11] Dinesh Birla, Rudra Prakash Maheshwari, Hari Om Gupta. "Time-Over current Relay Coordination: A Review", International Journal of Emerging Electric Power Systems, Volume 2, and Issue 2 2005 Article 1039.
[12] C. W. So, K. K. Li, K. T. Lai, and K. Y. Fung, "Application of genetic algorithm for over current relay coordination," in Proc. IEE Developments in Power System Protection Conf., 1997, pp. 66-69.
[13] C. W. So and K. K. Li, "Time coordination method for power system protection by evolutionary algorithm," IEEE Trans. Ind. Appl., vol. 36, no. 5, pp. 1235-1240, Sep./Oct. 2000.
[14] J. Kennedy and R. Eberhart, "Particle swarm optimization," in Proc. IEEE Neural Networks Conf., Piscataway, NJ, 1995, pp. 1942-1948.
[15] J. Kennedy and R. Eberhart, "A new optimizer using particle swarm theory," in Proc. Symp. Micro Machine and Human Science, Piscataway, NJ, 1995, pp. 39-43.
[16] Warrington, A.R.C., The protective relays, Theory and practice, John Wiley & Sons, New York, 1969.
[17] Damborg, M.J., R. Ramaswani, S.S. Venkata, and J. Postforoosh, "Computer Aided Transmission Protection System Design, Part I: Algorithm," IEEE Trans. On PAS, Vol. PAS-103, 1984, pp. 51-59.
[18] Sachdev, M.S., et.al. "Mathematical Models Representing Time-Current Characteristics os over Current Relays for Computer Applications," IEEEPES Winter Meeting Conference Proc., 1978, pp. 1-8.
[19] Urdancta, A.J., "Minimax Optimization for power system Control: A Multiple Objective Approach," PhD Dissertation, Case Western Reserve University, Cleveland, Ohio, 1986.
[20] Bruce A. McCarl, "Course material from GAMS class 2 using GAMSIDE," Apr.2000.
[21] P. Tarasewich and P. R. McMullen, "Swarm intelligence: Power in numbers," Commun. ACM pp. 62-67, Aug. 2002
[Online]. Available: http://www.ccs.neu.edu/home/tarase/TaraseMcMullSwarm.pdf.
[22] J. Kennedy and R. Eberhart, "A new optimizer using particle swarm theory," in Proc. Symp. Micro Machine and Human Science, Piscataway, NJ, 1995, pp. 39-43.
[23] Y. Shi and R. Eberhart, "A modified particle swarm optimizer," in Proc. IEEE Int. Conf. on Evolutionary Computation, 1998, pp. 69-73.
[24] N. El-Sherif, "Intelligent optimization techniques for protective relays coordiantion," M.Sc. dissertation, Dept. Elect. Power Mach., Univ. Ain Shams, Cairo, Egypt, 2005.
[25] J. Kennedy, "Small Worlds and mega minds: effects of neighborhood topology on particle swarm performance," in proceedings of the conference of Evolutionary Computation, Washington DC, US, pages 1931-1938, 1999.
[26] J. Kenney, R. C. Eberhart, and Y. Shi, "Swarm Intelligence," Morgan Kaufmann Publishers, 2001.
[27] J. Kenney and R. Mendes, "Population structure and particle swarm performance," in IEEE World Congress on Computational Intelligence, proceedings of the Congress on Evolutionary Computing. Honolulu, Hawaii, 2002.
[28] F. van den Bergh and A.P. Engelbrecht, "A new locally convergent Particle Swarm optimizer," IEEE International Conference on Systems, Man and Cybernetic, Vol. 3, Oct. 2002.
[29] F. V. D. Bergh, "An analysis of particle swarm optimizer," Ph.D. dissertation, Univ. Pretoria, Pretoria, South Africa, 2001
[Online]. Available: http://www.cs.up.ac.za/cs/fvdbergh/publications.php.
[30] J. B. Park, K. S. Lee, J. R. Shin, and K. Y. Lee, "A particle swarm optimization for economic dispatch with nonsmooth cost functions," IEEE Trans. Power System., vol. 20, no. 1, pp. 34-42, Feb. 2005.