Optimum multi DG units placement and sizing based on voltage stability index and PSO

Jamian, J.J. and Aman, M.M. and Mustafa, M.W. and Jasmon, G.B. and Mokhlis, Hazlie and Bakar, A.H.A. and Abdullah, M.N. (2012) Optimum multi DG units placement and sizing based on voltage stability index and PSO. In: 2012 47th International Universities Power Engineering Conference, UPEC 2012, 2012, London.

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Abstract

Optimum DG placement and sizing is one of the current topics in restructured power system. Most of the authors have worked out on their optimum placement base on the power losses reduction concept. However, the improvement on power losses value in the network will not guarantee to the planner to have lower voltage stability index (VSI) for the system. This paper proposes a new approached for multi DG placement and sizing for distribution systems which is based on a voltage stability index. The most optimum DG size will be found out using several types of PSO optimization algorithm. The output results will also compared with EPSO, REPSO, and IPSO. The proposed algorithm is tested on 12-bus, modified 12-bus and 69-bus radial distribution networks.

Item Type:	Conference or Workshop Item (Paper)
Funders:	UNSPECIFIED
Additional Information:	Conference code: 95132 Export Date: 17 April 2013 Source: Scopus Art. No.: 6398458 :doi 10.1109/UPEC.2012.6398458 Language of Original Document: English Correspondence Address: Jamian, J.J.; Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Malaysia; email: jasrul@fke.utm.my References: Jenkins, N., Ekanayake, J., Strbac, G., (2010) Distributed Generation-IET Factfiles, , www.theiet.org/factfiles/energy/distributedgeneration.cfm; (2011), http://2010.energynetworks.org/distributed-generation, Energy Networks Association (UK) accessed on 10-08Hadjsaid, N., Canard, J.F., Dumas, F., Dispersed generation impact on distribution networks (1999) IEEE Comput Appl Pow, 12, pp. 22-28; Tuitemwong, K., Premrudeepreechacharn, S., Expert system for protection coordination of distribution system with distributed generators (2011) International Journal of Electrical Power & Energy Systems, 3, pp. 466-471; Jamian, J.J., Musa, H., Mustaf, M.W., Mokhlis, H., Adamu, S.S., Combined voltage stability index for charging station effect on distribution network (2011) International Review of Electrical Engineering-IREE, 6 (7), pp. 3175-3184. , December; Lund, T., (2007) Analysis of Distribution Systems with A High Penetration of Distributed Generation, , Technical University of Denmark; Khodr, H.M., Olsina, F.G., Pmdo-D, J., Yusta, J.M., Maximum savings approach for location and sizing of capacitors in distribution systems (2008) Electric Power Systems Research, 78, pp. 1192-1203; Moghaddas-Tafreshi, S.M., Mashhour, E., Distributed generation modeling for power flow studies and a three-phase unbalanced power flow solution for radial distribution systems considering distributed generation (2009) Electric Power Systems Research, 79 (4), pp. 680-686. , April; Soroudi, A., Ehsan, M., Efficient immune-ga method for dnos in sizing and placement of distributed generation units (2011) European Transactions on Electrical Power, 21 (3), pp. 1361-1375. , April; Ghosh, S., Ghoshal, S.P., Ghosh, S., Optimal sizing and placement of distributed generation in a network system (2010) International Journal of Electrical Power & Energy Systems, 32 (8), pp. 849-856. , Oct; Ghosh, S., Ghoshal, S.P., Sa, G., Optimal sizing and placement of distributed generation in a network system (2010) Int J Elec Power, 32 (8), pp. 849-856; Kotb, M.F., Sheb, K.M., El Khazenda, M., El Hussein, A., Genetic algorithm for optimum siting and sizing of distributed generation (2010) The 10th MEPCON International Middle East Power Systems Conference, , December 19-21; Abu-Mouti, F.S., El-Hawary, M.E., Optimal distributed generation allocation and sizing in distribution systems via artificial bee colony algorithm (2011) Ieee Transactions on Power Delivery, 26 (4), pp. 2090-2101. , Oct; Isazadeh, G., Hooshmand, R.A., Khodabakhshian, A., Modeling and optimization of an adaptive dynamic load shedding using the anfispso algorithm (2012) Simulation-Transactions of the Society for Modeling and Simulation International, 88 (2), pp. 181-196. , Feb; Jamian, J.J., Mustafa, M.W., Mokhlis, H., Usman, J., Distributed generator sizing: An iteration particle swarm optimization approach (2012) Proceedings of the IASTED International Conference Power and Energy Systems, AsiaPES 2012, pp. 439-444. , April 2-4; Niu, D., Gu, Z., Xing, M., Research on Neural Network Based on Culture Particle Swarm Optimization and its Application in Power Load Forescasting (2007) Third International Conference on Natural Computation; Lee, T.Y., Chen, C.L., Unit commitment with probabilistic reserve: An ipso (2010) Energy Conversion and Management, 51 (12), pp. 2394-2401. , Dec; Kennedy, J., Eberhart, R.C., Particle swarm optimization (1995) IEEE International Conference on Neural Networks IV, Piscataway, NJ, 4, pp. 1942-1948; Angeline, P.J., Using selection to improve particle swarm optimization (1998) Evolutionary Computation Proceedings, 1998. IEEE World Congress on Computational Intelligence., the 1998 IEEE International Conference on, pp. 84-89. , 4-9, May; Lee, T.Y., Chen, C.L., Unit commitment with probabilistic reserve: An ipso (2010) Energy Conversion and Management, 51 (12), pp. 2394-2401. , Dec; Das, D., Nagi, H.S., Kothari, D.P., Novel method for solving radial distribution networks (1994) IEE Proceedings-Generation, Transmission and Distribution, 141 (4), pp. 291-298; Baran, M., Wu, F.F., Optimal sizing of capacitors placed on a radial distribution system (1989) IEEE Transactions on Power Delivery, 4, pp. 735-743
Uncontrolled Keywords:	DG sizing; Multi-DG placement; PSO; Voltage Stability Index; DG unit; Distribution systems; Optimization algorithms; Optimum placement; Power losses reduction; Power-losses; Radial distribution networks; Restructured power systems; Algorithms; Voltage stabilizing circuits
Subjects:	T Technology > TA Engineering (General). Civil engineering (General) T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:	Faculty of Engineering
Depositing User:	Mr Jenal S
Date Deposited:	10 Jul 2013 07:33
Last Modified:	09 Oct 2019 08:56
URI:	http://eprints.um.edu.my/id/eprint/7837

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