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Reseach Article
Hybrid Particle Swarm Optimization Based Optimal Reactive Power Dispatch
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 1 - Number 5 |
| Year of Publication: 2010 |
| Authors: P. Subbaraj, P. N. Rajnarayanan |
10.5120/121-236
|
P. Subbaraj, P. N. Rajnarayanan . Hybrid Particle Swarm Optimization Based Optimal Reactive Power Dispatch. International Journal of Computer Applications. 1, 5 ( February 2010), 65-70. DOI=10.5120/121-236
Abstract
In this paper, a two-phase hybrid particle swarm optimization (PSO) approach is used to solve optimal reactive power dispatch (ORPD) problem. In this hybrid approach, PSO is used to explore the optimal region and direct search is used as local optimization technique for finer convergence. The performance of the proposed hybrid approach is demonstrated with the IEEE 30-bus and IEEE 57-bus systems and also the performance of this hybrid PSO is compared with that of PSO, Evolutionary Programming (EP) and hybrid EP. The performance of the proposed method is compared with the previous approaches reported in the literature. The performance of hybrid PSO seems to be better in terms of solution quality and computational time.
References
- Bansal. R., Bhatti, T., and Kothari, D. 2003 Artificial intelligence techniques for reactive power/voltage control in power systems: A review International Journal of power and energy systems, 23 (2003), 81-89.
- Alsac, O., Bright, J., Prais, M., Scott B. and Marinho, J.L. 1990. Further developments in LP based optimal power flow IEEE Transactions on Power Systems, 5 (1990), 697-711.
- Sun, D.I., Ashley, B., Brewar, B., Hughes, A. and Tinny, W.F. 1984 Optimal power flow by Newton approach. IEEE Transactions on Power Apparatus and systems, 103 (1984), 2864-2880.
- Granville, S., 1994. Optimal reactive power dispatch through interior point methods IEEE Transactions on Power Systems 9 (1994), 136-146.
- Hong, Y.Y. Sun D.I., Lin S.Y. and Lin, C.J. 1990 Multi-year multi-case optimal VAr planning IEEE Transactions on Power Systems, 5 (1990), 1294-1301.
- Lu, F.C. and Hsu, Y.Y. 1995 Reactive power/voltage control in a distribution substation using dynamic programming IEE Proceedings on Generation, Transmission and Distribution, 142 (1995) 639-645.
- Abido, M.A. 2002 Optimal power flow using particle swarm optimization International journal of Electric Power and Energy Systems, 24 (2002) , 563-571.
- Cheng, S.J., Malik O.P., and Hope, G.S. 1988 An expert system for voltage and reactive power control of a power system IEEE Transactions on Power Systems, (1988) 1449-1455
- Abdul Rahman, K.H. and Shahidehpour, S.M. 1993 A fuzzy-based optimal reactive power control IEEE Transactions on Power Systems, 8 (1993) 662-670.
- Abdul Rahman K.H., Shahidehpour S.M. and Daneshdoost M., 1995 AI approach to optimal VAR control with Fuzzy reactive loads IEEE Transactions on Power Systems, 10 (1995) 88-97.
- Tomsovic, K. 1992 A fuzzy linear programming approach to the reactive power/voltage control problem IEEE Transactions on Power Systems, 7 (1992) 287-293.
- Wu, Q. and Ma, J.T. 1995 Power systems optimal reactive power dispatch using evolutionary programming IEEE Transactions on Power Systems, 10 (1995) 1243-1249.
- Ma, J.T. and Lai, L.L. 1996 Evolutionary programming approach to reactive power planning IEE Proceedings on Generation, Transmission and Distribution, 143 (1996) 365-370.
- Liang, J.J., Qin, A.K Suganthan P.N. and Baskar S.,2004 Particle swarm optimization algorithms with novel learning strategies IEEE International Conference on. Systems, Man and Cybernetics, (2004) 3659-3664.
- Baskar, S., Subbaraj P. and Rao, M.V.C. 2003 Hybrid real coded genetic algorithm solution to economic dispatch problem International Journal of computers and electrical engineering, (2003) 407-419.
- Luss, R. and Jaakola, T.H.I. 1973 Optimization by direct search and systematic reduction of the size of the search region American Institute of Chemical Engineers Journal, 19 (1973) 760-766.
- Kennady, J. and Eberhart, R.C. 1995 Particle swarm optimization IEEE International Conference on Neural networks, (1995) 1942-1948.
- Lee, K., Park Y. and Ortiz, J. 1985 A united approach to optimal real and reactive power dispatch IEEE Transactions on Power Apparatus and systems, 104 (1985), 1147-1153.
- http://www.ee.washington.edu/research/pstca/pf57/pg_tca57bus.htm
- Zhao, B. Guo, C.X. and Cao, Y.J. 2005 A multiagent-based particle swarm optimization approach for optimal reactive power dispatch IEEE Transactions on Power Systems, 2 (2005), 1070-1078.
- de Souza A. C. Z., Honorio, L. M. Torres, G. L. and Lambert-Torres, G. 2004 Increasing the loadability of power systems through optimal-local control actions IEEE Trans. Power Syst., 19 ( 2004), no. 1, pp. 188–194.
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