Abstract
Electricity demand has been ever increasing with growth and development of our country. Demand for electricity is not only from industrial consumers but from home consumers. Supply of requisite electric power is frequently in need of establishing new power plants. Considering the impact of power plant location on production costs, energy transmission costs, environmental issues, etc., the importance of selecting an optimal location to establish a power plant is clarified. Because of attention to the major portion of thermal power plants, namely the gas power plants in electricity production, establishing such power plants requires a specific concern in Iran. Hence, location-allocation to a gas power plant in Iran is considered in the presented study. 25 cities are studied for location-allocation to a gas power plant and the optimum location should be selected by applying a Z-number data envelopment analysis (Z-DEA). The proposed approach considers most important and effective indices including the pollution rate, land cost, economic rate, natural risks, distance from the electricity distribution network, distance from gas supply station, proximity to water, population and labor force rate, topographic feasibility, electricity generation amount and land feasibility. Finally, the fuzzy DEA (F-DEA) model is also applied to validate the obtained results.
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References
Aras, H., Erdoğmuş, Ş., Koç, E.: Multi-criteria selection for a wind observation station location using analytic hierarchy process. Renew. Energy 29(8), 1383–1392 (2004)
Asayesh, R., Raad, Z.F.: Evaluation of the relative efficiency of gas station by data envelopment analysis. Int. J. Data Envel. Anal. Oper. Res. 12–15 (2014)
Azadeh, A., Ghaderi, S., Maghsoudi, A.: Location optimization of solar plants by an integrated hierarchical DEA PCA approach. Energy Policy 36(10), 3993–4004 (2008)
Azadeh, A., Kokabi, R.: Z-number DEA: a new possibilistic DEA in the context of Z-numbers. Adv. Eng. Inform. 30(3), 604–617 (2016)
Azadeh, A., Rahimi-Golkhandan, A., Moghaddam, M.: Location optimization of wind power generation–transmission systems under uncertainty using hierarchical fuzzy DEA: a case study. Renew. Sustain. Energy Rev. 30, 877–885 (2014)
Chatzimouratidis, A.I., Pilavachi, P.A.: Technological, economic and sustainability evaluation of power plants using the Analytic Hierarchy Process. Energy Policy 37(3), 778–787 (2009)
Chatzimouratidis, A.I., Pilavachi, P.A.: Decision support systems for power plants impact on the living standard. Energy Convers. Manag. 64, 182–198 (2012)
Choudhary, D., Shankar, R.: An STEEP-fuzzy AHP-TOPSIS framework for evaluation and selection of thermal power plant location: a case study from India. Energy 42(1), 510–521 (2012)
El-Azab, R., Amin, A.: Optimal solar plant site selection. In: Paper presented at the SoutheastCon 2015 (2015)
Jahangiri, M., Ghaderi, R., Haghani, A., Nematollahi, O.: Finding the best locations for establishment of solar-wind power stations in Middle-East using GIS: A review. Renew. Sustain. Energy Rev. 66, 38–52 (2016)
Lam, P.-L., Shiu, A.: Efficiency and productivity of China’s thermal power generation. Rev. Ind. Organ. 24(1), 73–93 (2004)
Lee, A.H., Kang, H.-Y., Liou, Y.-J.: A hybrid multiple-criteria decision-making approach for photovoltaic solar plant location selection. Sustainability 9(2), 184 (2017)
Lior, N.: Sustainable energy development: the present (2011) situation and possible paths to the future. Energy 43(1), 174–191 (2012)
Ren, F. Optimal site selection for thermal power plant based on rough sets and multi-objective programming. In: Paper presented at the E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference (2010)
Rezaei, M., Mostafaeipour, A., Qolipour, M., Tavakkoli-Moghaddam, R.: Investigation of the optimal location design of a hybrid wind-solar plant: A case study. Int. J. Hydrogen Energy 43(1), 100–114 (2018)
Zadeh, L.A.: A note on Z-numbers. Inf. Sci. 181(14), 2923–2932 (2011)
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Fakhari, F., Tavakkoli-Moghaddam, R., Tohidifard, M., Ghaderi, S.F. (2020). Location Optimization of Gas Power Plants by a Z-Number Data Envelopment Analysis. In: Le Thi, H., Le, H., Pham Dinh, T. (eds) Optimization of Complex Systems: Theory, Models, Algorithms and Applications. WCGO 2019. Advances in Intelligent Systems and Computing, vol 991. Springer, Cham. https://doi.org/10.1007/978-3-030-21803-4_92
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DOI: https://doi.org/10.1007/978-3-030-21803-4_92
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