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Optimal Sizing of a Hybrid Wind/PV Plant Considering Reliability Indices
Abstract:The utilization of renewable energy sources in electric power systems is increasing quickly because of public apprehensions for unpleasant environmental impacts and increase in the energy costs involved with the use of conventional energy sources. Despite the application of these energy sources can considerably diminish the system fuel costs, they can also have significant influence on the system reliability. Therefore an appropriate combination of the system reliability indices level and capital investment costs of system is vital. This paper presents a hybrid wind/photovoltaic plant, with the aim of supplying IEEE reliability test system load pattern while the plant capital investment costs is minimized by applying a hybrid particle swarm optimization (PSO) / harmony search (HS) approach, and the system fulfills the appropriate level of reliability.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1330363Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1912
 CIGRE technical brochure on modeling new forms of generation and storage, CIGRE, November 2000.
 N. Acharya, P. Mahat, N. Mithulananthan, "An analytical approach for DG allocation in primary distribution network," International Journal of Electrical Power and Energy Systems, vol. 28, pp. 669-678, Dec. 2006.
 Impact of increasing contribution of dispersed generation on the power systems, CIGRE, Working Group 37.23, 1999.
 D. Robb, "Standing up to transmission reliability standards," Power Engineering International, vol. 12, pp. 20-22, Feb 2004.
 Began, and R. Billinton, "Evaluation of different operation strategies in small stand-alone power systems," IEEE Trans. Energy Conversion, vol. 20, pp. 654-660, Sep. 2005.
 J. Wilk, J. O. Gjerde, T. Gjengedal, M. Gustafsson, "Steady state power system issues when planning large wind farms," in Proc. IEEE Power Engineering Society Winter Meeting, 2002, vol. 1 pp. 199-204.
 F. O. Hocaoglu, M. Kurban, "A preliminary detailed study on constructed hybrid (wind-photovoltaic) system under climatically conditions of eskisehir region in Turkey," in Proc. IEEE International Power and Energy Conf., 2006, PECon'06, pp. 40-43.
 M. H. Nehrir, B. J. Lameres, G. Venkataramanan, V. Gerez, L. A. Alvarado, "An approach to evaluate the general performance of standalone wind/photovoltaic generating systems," IEEE Trans. on Energy Conversion, vol. 15, no. 4, pp. 433-439, Dec 2000.
 M. J. Khan, M. T. Iqbal, "Pre-feasibility study of stand-alone hybrid energy systems for applications in newfoundland," Renewable Energy Journal, vol. 30, issue. 6, pp. 835-854, May 2005.
 R. Karki, R. Billinton, "Reliability/cost implications of PV and wind energy utilization in small isolated power systems," IEEE Trans. on Energy Conversion, vol. 16, issue 4, pp. 368-373, Dec. 2001.
 M. Y. El-Sharkh, M. Tanrioven, A. Rahman, M. S. Alam, "Cost related sensitivity analysis for optimal operation of a grid-parallel PE fuel cell power plant," Journal of Power Sources 161, pp. 1198-1207, 2006.
 K. Strunz, E. K. Brock, "Stochastic energy source access management: infrastructure-integrative modular plant for sustainable hydrogen electric cogeneration," International Journal of Hydrogen Energy 31, pp. 1129- 1141, 2006.
 T. F. El-Shatter, M. N. Eskander, M. T. El-Hagry, "Energy flow and management of a hybrid wind/PV/fuel cell generation system," Energy Conversion and Management 47, pp. 1264-1280, 2006.
 M. Murchison, S. Savio, "Reliability analysis of a fuel cell electric city car," in Proc. IEEE European Conference on Power Electronics and Applications, pp. 11-14, Sep. 2005.
 M. K. Khairil, S. Javanovic, "Reliability modeling of uninterruptible power supply systems using fault tree analysis method," European Transaction on Electrical Power, Jul. 2008.
 R. Billinton, R. N. Allan, Reliability Evaluation of Power Systems. 2nd ed., New York: Plenum Press, 1996, ch. 2.
 R. S. Garcia, D. Weisser, "A Wind-diesel system with hydrogen storage: joint Optimization of design and dispatch," Renewable Energy Journal vol. 31, issue 14, pp. 2296-2320, Nov. 2006.
 R. Billinton, R. N. Allan, Reliability Evaluation of Engineering Systems: Concepts and Techniques. New York: Plenum Press, 1983, ch. 3.
 S. M. Hakimi, S. M. Tafreshi, A. Kashefi, "Unit sizing of a stand-alone hybrid power system using particle swarm optimization (PSO)," in Proc. International Conference on Automation and Logistics, pp. 3107-3112, Aug. 2007.
 L. G. Li, Z. B. Huang, F. Liu, and Q. H. Wu, "A heuristic particle swarm optimizer for pin connected structures," Computers & Structures Journal, vol. 85, issues 7-8, pp. 340-349, Apr. 2007.
 R. C. Eberhart, J. Kennedy, "A new optimizer using particle swarm theory," in Proc. 6th Symposium on Micro Machine and Human Science, pp. 34-44, Oct. 1995.
 K. E. Parasopoulos, M. N. Vrahatis, "On the computation of all global minimizers through particle swarm optimization," IEEE Trans. on Evolutionary Computation, vol. 8, issue 3, pp. 211-224, June 2004.
 B. Jarboui, N. Damak, P. Siarry, A. Rebai, "A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems," Applied Mathematics and Computation, vol. 195, issue 1, pp. 299-308, Jun. 2008.
 K. S. Lee, Z. W. Geem, "A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice," Computer Methods in Applied Mechanics and Engineering, vol. 194, issues 36-38, pp. 3902-3933, Sep. 2005.
 Z. W. Geem, "Novel derivative of harmony search algorithm for discrete design variables environmental planning and management program," Applied Mathematics and Computation, vol. 199, issue 1, pp. 223-230, May 2008.
 Z. W. Geem, J. H. Kim, G. V. Loganathan, "A new heuristic optimization algorithm: harmony search," SAGE Journals, SIMULATION, vol. 76, no. 2, pp. 60-68, 2001.
 A. Kaveh, S. Talataheri, "Particle swarm optimizer, ant colony strategy and harmony search scheme hybridized for optimization of truss structures," Computers & Structures Journal, vol. 87, issues 5-6, pp. 267-283, Mar. 2009.
 R. S. Garcia, D. Weisser, "A wind-diesel system with hydrogen storage: joint optimization of design and dispatch," Renewable Energy Journal, vol. 31, issue 14, pp. 2296-2320, Nov. 2006.
 D. Xu, L. Kang, L. Chang, B. Cao, "Optimal sizing of standalone hybrid wind/PV power systems using genetic algorithms," in Proc. Canadian Conference on Electrical and Computer Engineering, pp. 1722-1725, May 2005.