Optimal Placement and Sizing of Capacitor and Distributed Generation with Harmonic and Resonance Considerations Using Discrete Particle Swarm Optimization
Автор: M. Heydari, S.M. Hosseini, S.A. Gholamian
Журнал: International Journal of Intelligent Systems and Applications(IJISA) @ijisa
Статья в выпуске: 7 vol.5, 2013 года.
Бесплатный доступ
Presence of distributed generation (DG) in distribution systems has significant impacts on the operational characteristics of these systems, also using capacitor for reactive compensation and loss reduction is so common. Injected harmonic currents from non-linear loads into distribution system distort all of voltages and currents and must be considered when placing the capacitor banks so that the resonance will not occur. In this paper discrete particle swarm optimization (DPSO) approach is used for the optimal placement and sizing of distributed generations and capacitors in distribution systems for simultaneous voltage profile improvement, loss and total harmonic distortion (THD) reduction. There is a term in the objective function which prevents harmonic resonance between capacitor reactance and system reactance. Constraints include voltage limit, voltage THD, number/ size of capacitors and generators. For evaluating the proposed algorithm, the IEEE 33-bus test system is modified and employed.
Capacitor, Distributed Generation, Optimal Placement, Harmonic, Resonance, Discrete Particle Swarm Optimization
Короткий адрес: https://sciup.org/15010442
IDR: 15010442
Список литературы Optimal Placement and Sizing of Capacitor and Distributed Generation with Harmonic and Resonance Considerations Using Discrete Particle Swarm Optimization
- M.Wang,J.Zhong," a novel method for distributed generation and capacitor optimal placement considering voltage profile",IEEE,2011.
- K.Hghdar,H.A.Shayanfar," optimal placement and sizing of DG and capacitor for the loss reduction via methods of generalized pattern search and genetic algorithm",IEEE.2010.
- A.Mady,I.Tawfeek,"optimal sizing of capacitor banks and distributed generation in distorted distribution networks by genetic algorithms",CIRED,20th international conference on electricity distribution,2009.
- K. Nara, Y. Hayashi, K. Ikeda, T. Ashizawa," Application of tabu search to optimal placement of distributed generators", IEEE PES Winter Meeting, vol. 2, 2001, pp. 918–923.
- H.L. Willis," Analytical methods and rules of thumb for modeling DG distribution interaction",IEEE PES Summer Meeting, vol. 3, Seattle,WA, Jul 2000.
- N. Acharya, P. Mahat, N. Mithulananthan, "An analytical approach for DG allocation in primary distribution network, Int. J. Electr. Power Energy Syst. 2006, PP.669-678.
- K.H. Kim, Y.J. Lee, S.B. Rhee, S.K. Lee, S.-K. You, "Dispersed generator placement using fuzzy-GA in distribution systems", in: IEEE PES Summer Meeting, vol. 3 July, 2002, pp. 1148–1153.
- Y.A. Katsigiannis, P.S. Georgilakis," Optimal sizing of small isolated hybrid power systems using tabu search", Journal of Optoelectronics and Advanced Materials 10 (5) (2008) 1241–1245.
- J.O. Kim, S.W. Nam, S.K. Park, C. Singh, "Dispersed generation planning using improved Hereford Ranch algorithm", Electr. Power Syst. 1998.
- J. Kennedy, R. Eberhart, "Particle swarm optimization", IEEE . Conf. Neural Networks, Perth, Australia, November 1995, pp. 1942–1948.
- K.E. Parsopoulos, M.N. Vrahatis," On the computation of all minimizers through particle swarm optimization, IEEE Trans. Evolut. Comput,2004,PP.211-224.
- X. Yu, X. Xiong, Y. Wu," A PSO-based approach to optimal capacitor placement with harmonic distortion consideration", Electr. Power Syst. 2004,227-233.
- R.A. Krohling, L.S. Coelho," Co-evolutionary particle swarm optimization using Gaussian distribution for solving constrained optimization problems" IEEE Trans. Syst,2006,PP. 1407–1416.
- U. Baumgartner, C. Magele, W. Renhart, "Pareto optimality and particle swarm optimization", IEEE Trans. 2004,PP.1172–1175.
- 'Modeling and Simulation of the Propagation of Harmonics in Electric Power Network Part I: Concepts, Models and Simulation Techniques,” Task Force on Harmonics Modeling and Simulation, IEEE Trans. on PWRD, Vol. 11, No. 1, Jan. 1996 pp. 452-465.
- 'Modeling and Simulation of the Propagation of Harmonics in Electric Power Network Part II: Sample Systems and Examples Task Force on Harmonics Modeling and Simulation", IEEE Trans on Power Delivery, Vol. 11, No. 1, pp. 466-474, Jan. 1996.
- S.A.taher,S.A.Hosseni,"a novel technique for optimal capacitor placement and sizing in distribution systems with non-linear loads based on harmonic source identification",IUST,2008,pp.99-106.
- D. Singh, D., K.S. Verma, "Multiobjective optimization for DG planning with loadmodels", IEEE Transactions on Power Systems 2009,pp. 427–436.
- L.F. Ochoa, A. Padilha-Feltrin, G.P. Harrison, "Evaluating distributed generation impacts with a multiobjective index", IEEE Transactions on Power Delivery 2006,pp.1452-1458.
- J. Kennedy and R. C. Eberhart, “A Discrete Binary Version of the Particle Swarm Algorithm Proc. of the conference on Systems, Man,1997, pp.4104-4109.
- S.K. Goswami, S.K. Basu, A new algorithm for the reconfiguration of distribution feeders for loss minimization, IEEE Trans,1992,1484-1491.
- Abou-Ghazala,A.,"optimal capacitor placement in Distribution Systems Feeding non linear loads", IEEE Bolgona Power Teach conference,2003.
