Commenced in January 2007
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Edition: International
Paper Count: 33093
Optimal Type and Installation Time of Wind Farm in a Power System, Considering Service Providers
Authors: M. H. Abedi, A. Jalilvand
Abstract:
The economic development benefits of wind energy may be the most tangible basis for the local and state officials’ interests. In addition to the direct salaries associated with building and operating wind projects, the wind energy industry provides indirect jobs and benefits. The optimal planning of a wind farm is one most important topic in renewable energy technology. Many methods have been implemented to optimize the cost and output benefit of wind farms, but the contribution of this paper is mentioning different types of service providers and also time of installation of wind turbines during planning horizon years. Genetic algorithm (GA) is used to optimize the problem. It is observed that an appropriate layout of wind farm can cause to minimize the different types of cost.Keywords: Renewable energy, wind farm, optimization, planning.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1125695
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[1] Sittichoke Pookpunt, Weerakorn Ongsakul, "Optimal placement of wind turbines within wind farm using binary particle swarm optimization with time-varying acceleration coefficients," Renewable Energy, vol. 55, pp. 266-276, 2013.
[2] Francisco M. Gonz´alez-Longatt; Peter Wall, Pawel Regulski ; Vladimir Terzija, "Optimal Electric Network Design for a Large Offshore Wind Farm Based on a Modified Genetic Algorithm Approach," IEEE Systems Journal, vol. 6, no. 1, pp. 164-172, 2012.
[3] R. Billinton and H. Chen, "Determination of the optimum site-matching wind turbine using risk-based capacity benefit factors," IEE Proc-Gener.Transm. Distrib, vol. 146, no. 1, pp. 96-100, 1999.
[4] R. Billinton, H. Chen, and R. Ghajar, "Time-series models for reliability evaluation of power systems including wind energy," Microelectron Reliab., vol. 36, no. 9, p. 1253–1261, 1996.
[5] Ying Chen, Hua Li , Kai Jin , Qing Song, "Wind farm layout optimization using genetic algorithm with different hub height wind turbines," Energy Conversion and Management, vol. 70, pp. 56-65, 2013.
[6] L. Ekonomou , S. Lazarou , G.E. Chatzarakis , V. Vita , "Estimation of wind turbines optimal number and produced power in a wind farm using an artificial neural network model," Simulation Modelling Practice and Theory, vol. 21, pp. 21-25, 2012.
[7] S. Lazarou ; V. Vita ; L. Ekonomou, "Application of Powell’s optimisation method for the optimal number of wind turbines in a wind farm," IET Science, Measurement and Technology, vol. 5, no. 3, pp. 77-80, 2011.
[8] Kaigui Xie and Roy Billinton, "Determination of the Optimum Capacity and Type of Wind Turbine Generators in a Power System Considering Reliability and Cost," IEEE Transactions on Energy Conversion, vol. 26, no. 1, pp. 227-233, 2011.
[9] Dobakhshari, A.S.; Fotuhi-Firuzabad, M., "A Reliability Model of Large Wind Farms for Power System Adequacy Studies," IEEE Journals & Magazines, vol. 24, no. 3, pp. 792-801, 2009.
[10] Chowdhury, A.A., "Reliability models for large wind farms in generation system planning," in Power Engineering Society General Meeting, IEEE, 2005.