Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33122
Optimal Allocation of DG Units for Power Loss Reduction and Voltage Profile Improvement of Distribution Networks using PSO Algorithm
Authors: K. Varesi
Abstract:
This paper proposes a Particle Swarm Optimization (PSO) based technique for the optimal allocation of Distributed Generation (DG) units in the power systems. In this paper our aim is to decide optimal number, type, size and location of DG units for voltage profile improvement and power loss reduction in distribution network. Two types of DGs are considered and the distribution load flow is used to calculate exact loss. Load flow algorithm is combined appropriately with PSO till access to acceptable results of this operation. The suggested method is programmed under MATLAB software. Test results indicate that PSO method can obtain better results than the simple heuristic search method on the 30-bus and 33- bus radial distribution systems. It can obtain maximum loss reduction for each of two types of optimally placed multi-DGs. Moreover, voltage profile improvement is achieved.Keywords: Distributed Generation (DG), Optimal Allocation, Particle Swarm Optimization (PSO), Power Loss Minimization, Voltage Profile Improvement.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1062966
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 3172References:
[1] M. H. Aliabadi, B. Behbahani, A. Jalilvand, "Combination of GA and OPF for Allocation and Active and Reactive Power Optimization in Distributed Generation Units," 2nd IEEE International Conference on Power and Energy (PECon 08) Johor Baharu, Malaysia, December 1-3, 2008.
[2] N. Mithulananthan, T. Oo, L. V. Phu, "Distributed Generator Placemen in Power Distribution System Using Genetic Algorithm to Reduce Losses," Thammasat Int. J. Sc., Vol. 9, No. 3, pp. 55-62, July- September, 2004.
[3] D. Singh, D. Singh, and K. S. Verma, "GA based Optimal Sizing & Placement of Distributed Generation for Loss Minimization," World Academy of Science, Engineering and Technology, Vol. 35, pp. 101- 107, 2007.
[4] R. K. Singh, S. K. Goswami, "A Genetic Algorithm Based Approach For Optimal Allocation of Distributed Generations in Power Systems For Voltage Sensitive Loads," Asian Research Publishing Network (ARPN) Journal of Engineering and Applied Sciences, Vol. 4, No. 2, pp. 1819-6608, April 2009.
[5] M. Gandomkar, M. Vakilian, M. Ehsan, "A Combination of Genetic Algorithm and Simulated Annealing for Optimal DG Allocation in Distribution Networks," IEEE, CCECE/CCGEI, Saskatoon, May 2005.
[6] A. F. Khoshbakht, M. Raoofat, "Optimal Allocation of DGs and RCSs to Improve Distribution Network Reliability and Network Energy Loss," 2nd IEEE International Conference on Power and Energy (PECon 08), Johor Baharu, Malaysia, December 1-3, 2008.
[7] S. Kamalinia, S. Afsharnia, M. E. Khodayar, A. Rahimikian, M.A. Sharbafi, "A Combination of Madm and Genetic Algorithm for Optimal DG Allocation in Power Systems," UPEC 2007.
[8] H. Falaghi, M. R. Haghifam, "ACO Based Algorithm for Distributed Generation Sources Allocation and Sizing in Distribution Systems," IEEE, Power Tech07, 2007.
[9] Z. Sevkli, F. E. Sevilgen, O. Keles, "Particle Swarm Optimization for the Orienteering Problem," http://www.fatihun.edu.tr/~zsevkli/iinista2007PSOforOP
[10] F. Sheidaei, M. Shadkam, M. Zarei, "Optimal Distributed Generation Allocation in Distribution Systems Employing Ant Colony to Reduce Losses," IEEE, 2007.
[11] A. L. Devi, B. Subramanyam, "Sizing of DG Unit Operated at Optimal Power Factor to Reduce Losses in Radial Distribution. A Case Study," Journal of Theoretical and Applied Information Technology (JATIT), 2005 - 2008
[12] D. T. Le, M. A. Kashem, M. Negnevitsky, G. Ledwich, "Optimal Distributed Generation Parameters for Reducing Losses with Economic Consideration," IEEE, 2007.
[13] M. J. Jahromi, E. Farjah, M. Zolghadri, "Mitigating Voltage Sag By Optimal Allocation Of Distributed Generation Using Genetic Algorithm," 9th International Conference, Electrical Power Quality and Utilization, Barcelona, 9-11 October, 2007.
[14] K. Nara, Y. Hayashi, K. Ikeda, T. Ashizawa, "Application of Tabu Search to Optimal Placement of Distributed Generators," IEEE, 2001.
[15] E. B. Cano, "Utilizing Fuzzy Optimization for Distributed Generation Allocation," IEEE, 2007.
[16] N. Mithulananthan, M. M. A. Salama, C. A. Canizares and J. Reeve, "Distribution system voltage regulation and reactive power compensation for different static load model," IJEEE, Vol. 37, No. 4, pp. 384-395, October 2000.
[17] N. Acharya, P. Mahat, N. Mithulananthan, "An Analytical approach for DG allocation in Primary Distribution Network," Electrical Power and Energy Systems, Elsevier, Vol. 28, pp. 669-678, 2006.