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Location optimization of wind power generation–transmission systems under uncertainty using hierarchical fuzzy DEA: A case study

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  • Azadeh, Ali
  • Rahimi-Golkhandan, Armin
  • Moghaddam, Mohsen

Abstract

The use of wind energy as a renewable source of energy is rapidly increasing all over the world as demand for energy is rising. Apart from wind blow, different social and local criteria are important for location optimization of wind power generation–transmission plants. This study presents an integrated fuzzy-DEA approach for decision making on wind plant locations. Besides, an integrated approach incorporating the most relevant indicators of wind plants is introduced. Principal Component Analysis (PCA) and Numerical Taxonomy (NT) are the two multivariate methods used for verification and validation of the results of the DEA model. The proposed model was tested on 25 nominated cities in Iran with 5 regions in each city. In addition, 20 other cities are considered as the consumers of the generated energy. The obtained results indicate the importance of consumers' proximity in wind plant establishment. Moreover, it is shown that fuzzification of uncertain indicators leads to a more realistic approach to this facility location problem.

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  • Azadeh, Ali & Rahimi-Golkhandan, Armin & Moghaddam, Mohsen, 2014. "Location optimization of wind power generation–transmission systems under uncertainty using hierarchical fuzzy DEA: A case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 877-885.
    • Handle: RePEc:eee:rensus:v:30:y:2014:i:c:p:877-885
    DOI: 10.1016/j.rser.2013.10.020
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    1. Afshartous, David & Guan, Yongtao & Mehrotra, Anuj, 2009. "US Coast Guard air station location with respect to distress calls: A spatial statistics and optimization based methodology," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1086-1096, August.
    2. Gamboa, Gonzalo & Munda, Giuseppe, 2007. "The problem of windfarm location: A social multi-criteria evaluation framework," Energy Policy, Elsevier, vol. 35(3), pages 1564-1583, March.
    3. Domschke, Wolfgang & Drexl, Andreas, 1985. "Location and layout planning – an international bibliography," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 36418, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Klose, Andreas & Drexl, Andreas, 2005. "Facility location models for distribution system design," European Journal of Operational Research, Elsevier, vol. 162(1), pages 4-29, April.
    5. Wade Cook & Dan Chai & John Doyle & Rodney Green, 1998. "Hierarchies and Groups in DEA," Journal of Productivity Analysis, Springer, vol. 10(2), pages 177-198, October.
    6. Barda, O. Haluk & Dupuis, Joseph & Lencioni, Pierre, 1990. "Multicriteria location of thermal power plants," European Journal of Operational Research, Elsevier, vol. 45(2-3), pages 332-346, April.
    7. Azadeh, A. & Moghaddam, M. & Asadzadeh, S.M. & Negahban, A., 2011. "An integrated fuzzy simulation-fuzzy data envelopment analysis algorithm for job-shop layout optimization: The case of injection process with ambiguous data," European Journal of Operational Research, Elsevier, vol. 214(3), pages 768-779, November.
    8. Azadeh, A. & Ghaderi, S.F. & Nasrollahi, M.R., 2011. "Location optimization of wind plants in Iran by an integrated hierarchical Data Envelopment Analysis," Renewable Energy, Elsevier, vol. 36(5), pages 1621-1631.
    9. Jimenez, Mariano & Arenas, Mar & Bilbao, Amelia & Rodri'guez, M. Victoria, 2007. "Linear programming with fuzzy parameters: An interactive method resolution," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1599-1609, March.
    10. Watanabe, Michio & Tanaka, Katsuya, 2007. "Efficiency analysis of Chinese industry: A directional distance function approach," Energy Policy, Elsevier, vol. 35(12), pages 6323-6331, December.
    11. Choudhary, Devendra & Shankar, Ravi, 2012. "An STEEP-fuzzy AHP-TOPSIS framework for evaluation and selection of thermal power plant location: A case study from India," Energy, Elsevier, vol. 42(1), pages 510-521.
    12. Seiford, Lawrence M. & Zhu, Joe, 2002. "Modeling undesirable factors in efficiency evaluation," European Journal of Operational Research, Elsevier, vol. 142(1), pages 16-20, October.
    13. Hopmans, Anton C. M., 1986. "A spatial interaction model for branch bank accounts," European Journal of Operational Research, Elsevier, vol. 27(2), pages 242-250, October.
    Full references (including those not matched with items on IDEAS)

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