OJOp  Vol.2 No.4 , December 2013
Optimization in Site Selection of Wind Turbine for Energy Using Fuzzy Logic System and GIS—A Case Study for Gujarat

The development of new wind energy project requires studying of many parameters to achieve maximum benefits at the cost of minimum environmental impacts. Using Geographic Information System (GIS), an analytical framework has been developed in this paper with fuzzy logic to evaluate the suitable site for turbines for optimum energy output. The criteria for suitable site for energy optimization are environmental, physical and human factors. The present study helps to assess the appropriate sites for the wind turbines in Gujarat. The result obtained from the study conveys the suitability of the development of wind turbines along the western parts of Gujarat. The suggested model could be used for the future site selection of the wind turbine which in turn could be of orientation for energy planners and decision makers.

Cite this paper
K. Borah, S. Roy and T. Harinarayana, "Optimization in Site Selection of Wind Turbine for Energy Using Fuzzy Logic System and GIS—A Case Study for Gujarat," Open Journal of Optimization, Vol. 2 No. 4, 2013, pp. 116-122. doi: 10.4236/ojop.2013.24015.
[1]   Renew Indians, “Indian Renewable Energy Capacity Has Reached 27.7 GW,” 2013.

[2]   MNRE, “Achievements, Ministry of New and Renewable Energy (MNRE), Government of India (GoI),” 2013.

[3]   GEDA, “Total Capacity Wind Power Projects Installed in Gujarat as of 30.04.2013,” 2013.

[4]   Gujarat from Wikipedia, “The Free Encyclopedia,” 2013.

[5]   United Nation Development Program (UNDP), “India Wind Zone Map,” 2006.

[6]   V. Novák, I. Perfilieva and J. Mockor, “Mathematical Principles of Fuzzy Logic,” Kluwer Academic, Dodrecht, 2005.

[7]   M. Tim, “Table of Climate Grid and Derived Data Sets, Climate Data,” Climate Research Unit (CRU), 2003.

[8]   Global Land Cover Faculty, “Global Land Survey Digital Elevation Model (GLSDEM),” 2013.

[9]   European Space Agency, “About,” 2013.

[10]   L. C. Rodman and R. K. Meentemeyer, “A Geographic Analysis of Wind Turbine Placement in Northern California,” Energy Policy, Vol. 34, No. 15, 2005, pp. 2137-2149.

[11]   N. Y. Aydin, “GIS-Based Site Selection Approach for Wind and Solar Energy Systems: A Case Study from Western Turkey,” Middle East Technical University, Inonu Bulvari, Ankara, 2009.

[12]   Calvin, “Defining Fuzzy Sets,” 2005.

[13]   R. R. Yager, “Fuzzy Logic in the Formulation of Decision Functions from Linguistic Specifications,” Kyberbêtes, Vol. 25, No. 4, 1996, pp. 119-130.

[14]   R. R. Yager, “Quantifier Guided Aggregation Using OWA Operators,” International Journal of Intelligent Systems, Vol. 11, No. 1, 1996, pp. 49-73.

[15]   R. R. Yager, “On Ordered Weighted Averaging Aggregation Operators in Multi-Criteria Decision Making,” IEEE Transactions on Systems, Man and Cybernetics, Vol. 18, No. 1, 1980, pp. 183-190.