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An Integrated Decision-Making Model for the Location of a PV Solar Plant

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  • Amy H. I. Lee

    (Department of Technology Management, Chung Hua University, Hsinchu 300, Taiwan
    Program of Technology Management-Industrial Management, Chung Hua University, Hsinchu 300, Taiwan
    Department of Industrial Management, Chung Hua University, Hsinchu 300, Taiwan)

  • He-Yau Kang

    (Department of Industrial Engineering and Management, National Chin-Yi University of Technology, Taichung 411, Taiwan)

  • Chun-Yu Lin

    (Program of Technology Management-Industrial Management, Chung Hua University, Hsinchu 300, Taiwan)

  • Kuan-Chin Shen

    (Department of Industrial Management, Chung Hua University, Hsinchu 300, Taiwan)

Abstract

Due to the increasing demand for electricity, the depletion of fossil fuels and the increase in environmental consciousness, generating power from renewable energy resources has become necessary. How to select the most appropriate site is a critical and foremost decision that must be made when setting up a renewable energy plant. This research proposes a two-stage framework for evaluating the suitability of renewable energy plant site alternatives. In the first stage, a fuzzy analytic hierarchy process (FAHP) is adopted to set the assurance region (AR) of the quantitative factors, and the AR is incorporated into data envelopment analysis (DEA) to assess the efficiencies of plant site candidates. A few sites are selected for further analysis. In the second stage, experts are invited to evaluate the qualitative characteristics of the selected sites, and FAHP is used to calculate the priorities of these sites. Solar energy is one of the most promising renewable energy sources, because of its abundance, inexhaustibility, safety and cleanliness. Based on the proposed integrated decision-making model, a case study for selecting the most appropriate photovoltaic (PV) solar plant site is examined.

Suggested Citation

  • Amy H. I. Lee & He-Yau Kang & Chun-Yu Lin & Kuan-Chin Shen, 2015. "An Integrated Decision-Making Model for the Location of a PV Solar Plant," Sustainability, MDPI, vol. 7(10), pages 1-20, September.
    • Handle: RePEc:gam:jsusta:v:7:y:2015:i:10:p:13522-13541:d:56626
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    1. Besarati, Saeb M. & Padilla, Ricardo Vasquez & Goswami, D. Yogi & Stefanakos, Elias, 2013. "The potential of harnessing solar radiation in Iran: Generating solar maps and viability study of PV power plants," Renewable Energy, Elsevier, vol. 53(C), pages 193-199.
    2. Phillips, Jason, 2013. "Determining the sustainability of large-scale photovoltaic solar power plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 435-444.
    3. Shang, Jen & Sueyoshi, Toshiyuki, 1995. "A unified framework for the selection of a Flexible Manufacturing System," European Journal of Operational Research, Elsevier, vol. 85(2), pages 297-315, September.
    4. Lee, Amy H.I. & Chen, Hsing Hung & Kang, He-Yau, 2011. "A model to analyze strategic products for photovoltaic silicon thin-film solar cell power industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 1271-1283, February.
    5. Tsoutsos, Theocharis & Frantzeskaki, Niki & Gekas, Vassilis, 2005. "Environmental impacts from the solar energy technologies," Energy Policy, Elsevier, vol. 33(3), pages 289-296, February.
    6. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    7. Thompson, Russell G. & Langemeier, Larry N. & Lee, Chih-Tah & Lee, Euntaik & Thrall, Robert M., 1990. "The role of multiplier bounds in efficiency analysis with application to Kansas farming," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 93-108.
    8. Halasah, Suleiman A. & Pearlmutter, David & Feuermann, Daniel, 2013. "Field installation versus local integration of photovoltaic systems and their effect on energy evaluation metrics," Energy Policy, Elsevier, vol. 52(C), pages 462-471.
    9. Pavlovic, Tomislav M. & Milosavljevic, Dragana D. & Mirjanic, Dragoljub & Pantic, Lana S. & Radonjic, Ivana S. & Pirsl, Danica, 2013. "Assessments and perspectives of PV solar power engineering in the Republic of Srpska (Bosnia and Herzegovina)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 119-133.
    10. Radziemska, E., 2003. "The effect of temperature on the power drop in crystalline silicon solar cells," Renewable Energy, Elsevier, vol. 28(1), pages 1-12.
    11. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    12. Aragonés-Beltrán, P. & Chaparro-González, F. & Pastor-Ferrando, J.P. & Rodríguez-Pozo, F., 2010. "An ANP-based approach for the selection of photovoltaic solar power plant investment projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 249-264, January.
    13. E. Thanassoulis & R. Allen, 1998. "Simulating Weights Restrictions in Data Envelopment Analysis by Means of Unobserved DMUs," Management Science, INFORMS, vol. 44(4), pages 586-594, April.
    14. R. Allen & A. Athanassopoulos & R.G. Dyson & E. Thanassoulis, 1997. "Weights restrictions and value judgements in Data Envelopment Analysis: Evolution, development and future directions," Annals of Operations Research, Springer, vol. 73(0), pages 13-34, October.
    15. Takamura, Yoshiharu & Tone, Kaoru, 2003. "A comparative site evaluation study for relocating Japanese government agencies out of Tokyo," Socio-Economic Planning Sciences, Elsevier, vol. 37(2), pages 85-102, June.
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    Cited by:

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    3. Sueyoshi, Toshiyuki & Yuan, Yan & Goto, Mika, 2017. "A literature study for DEA applied to energy and environment," Energy Economics, Elsevier, vol. 62(C), pages 104-124.
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    9. Sofia Spyridonidou & Eva Loukogeorgaki & Dimitra G. Vagiona & Teresa Bertrand, 2022. "Towards a Sustainable Spatial Planning Approach for PV Site Selection in Portugal," Energies, MDPI, vol. 15(22), pages 1-22, November.
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    11. Al Garni, Hassan Z. & Awasthi, Anjali, 2017. "Solar PV power plant site selection using a GIS-AHP based approach with application in Saudi Arabia," Applied Energy, Elsevier, vol. 206(C), pages 1225-1240.
    12. Guido C. Guerrero-Liquet & Juan Miguel Sánchez-Lozano & María Socorro García-Cascales & María Teresa Lamata & José Luis Verdegay, 2016. "Decision-Making for Risk Management in Sustainable Renewable Energy Facilities: A Case Study in the Dominican Republic," Sustainability, MDPI, vol. 8(5), pages 1-21, May.
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    14. Sindhu, Sonal & Nehra, Vijay & Luthra, Sunil, 2017. "Investigation of feasibility study of solar farms deployment using hybrid AHP-TOPSIS analysis: Case study of India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 496-511.
    15. Sultan Al-Shammari & Wonsuk Ko & Essam A. Al Ammar & Majed A. Alotaibi & Hyeong-Jin Choi, 2021. "Optimal Decision-Making in Photovoltaic System Selection in Saudi Arabia," Energies, MDPI, vol. 14(2), pages 1-18, January.
    16. Tien-Chin Wang & Su-Yuan Tsai, 2018. "Solar Panel Supplier Selection for the Photovoltaic System Design by Using Fuzzy Multi-Criteria Decision Making (MCDM) Approaches," Energies, MDPI, vol. 11(8), pages 1-22, July.
    17. Hosseini Dehshiri, Seyyed Shahabaddin & Firoozabadi, Bahar, 2022. "A new application of measurement of alternatives and ranking according to compromise solution (MARCOS) in solar site location for electricity and hydrogen production: A case study in the southern clim," Energy, Elsevier, vol. 261(PB).
    18. Rediske, Graciele & Siluk, Julio Cezar M. & Michels, Leandro & Rigo, Paula D. & Rosa, Carmen B. & Cugler, Gilberto, 2020. "Multi-criteria decision-making model for assessment of large photovoltaic farms in Brazil," Energy, Elsevier, vol. 197(C).
    19. Chia-Nan Wang & Van Tran Hoang Viet & Thanh Phong Ho & Van Thanh Nguyen & Syed Tam Husain, 2020. "Optimal Site Selection for a Solar Power Plant in the Mekong Delta Region of Vietnam," Energies, MDPI, vol. 13(16), pages 1-20, August.
    20. Chia-Nan Wang & Van Thanh Nguyen & Hoang Tuyet Nhi Thai & Duy Hung Duong, 2018. "Multi-Criteria Decision Making (MCDM) Approaches for Solar Power Plant Location Selection in Viet Nam," Energies, MDPI, vol. 11(6), pages 1-27, June.
    21. Milad Kolagar & Seyed Mohammad Hassan Hosseini & Ramin Felegari & Parviz Fattahi, 2020. "Policy-making for renewable energy sources in search of sustainable development: a hybrid DEA-FBWM approach," Environment Systems and Decisions, Springer, vol. 40(4), pages 485-509, December.
    22. Nebiyu Kedir & Phuong H. D. Nguyen & Citlaly Pérez & Pedro Ponce & Aminah Robinson Fayek, 2023. "Systematic Literature Review on Fuzzy Hybrid Methods in Photovoltaic Solar Energy: Opportunities, Challenges, and Guidance for Implementation," Energies, MDPI, vol. 16(9), pages 1-38, April.
    23. Amy H. I. Lee & He-Yau Kang & You-Jyun Liou, 2017. "A Hybrid Multiple-Criteria Decision-Making Approach for Photovoltaic Solar Plant Location Selection," Sustainability, MDPI, vol. 9(2), pages 1-21, January.

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