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Evaluating future scenarios for the power generation sector using a Multi-Criteria Decision Analysis (MCDA) tool: The Portuguese case

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  • Ribeiro, Fernando
  • Ferreira, Paula
  • Araújo, Madalena

Abstract

A Multi-Criteria Decision Analysis (MCDA) tool was designed and used to support the evaluation of different electricity production scenarios. The MCDA tool is implemented in a user-friendly Excel worksheet and uses information obtained from a mixed integer optimization model, to produce a set of optimal schemes under different assumptions. Given the input, the MCDA allowed ranking different scenarios relying on their performance on 13 criteria covering economic, job market, quality of life of local populations, technical and environmental issues. The MCDA tool was used by a group of experts and academics with background in economics, engineering and environment. Regarding the totality of results, both the most and least expensive scenarios ranked first the same amount of times. These scenarios were, respectively, “Coal”, relying mainly in new coal power plants and “Maximum Renewable”, relying mainly in new wind and hydro power facilities. The opinions were divided towards these two solutions with different fundamental characteristics: “Maximum Renewable” with costs higher than “Coal” but leading to substantial reduction of the external energy dependency. Sensitivity analysis suggests that, although the costs are regarded as the most important criterion, those who had different rankings in their preferences have different attitudes towards other criteria.

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  • Ribeiro, Fernando & Ferreira, Paula & Araújo, Madalena, 2013. "Evaluating future scenarios for the power generation sector using a Multi-Criteria Decision Analysis (MCDA) tool: The Portuguese case," Energy, Elsevier, vol. 52(C), pages 126-136.
    • Handle: RePEc:eee:energy:v:52:y:2013:i:c:p:126-136
    DOI: 10.1016/j.energy.2012.12.036
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    1. Oikonomou, V. & Flamos, A. & Gargiulo, M. & Giannakidis, G. & Kanudia, A. & Spijker, E. & Grafakos, S., 2011. "Linking least-cost energy system costs models with MCA: An assessment of the EU renewable energy targets and supporting policies," Energy Policy, Elsevier, vol. 39(5), pages 2786-2799, May.
    2. Henriques, C. Oliveira & Antunes, C. Henggeler, 2012. "Interactions of economic growth, energy consumption and the environment in the context of the crisis – A study with uncertain data," Energy, Elsevier, vol. 48(1), pages 415-422.
    3. Lo Prete, Chiara & Hobbs, Benjamin F. & Norman, Catherine S. & Cano-Andrade, Sergio & Fuentes, Alejandro & von Spakovsky, Michael R. & Mili, Lamine, 2012. "Sustainability and reliability assessment of microgrids in a regional electricity market," Energy, Elsevier, vol. 41(1), pages 192-202.
    4. Trutnevyte, Evelina & Stauffacher, Michael & Scholz, Roland W., 2012. "Linking stakeholder visions with resource allocation scenarios and multi-criteria assessment," European Journal of Operational Research, Elsevier, vol. 219(3), pages 762-772.
    5. Chinese, Damiana & Nardin, Gioacchino & Saro, Onorio, 2011. "Multi-criteria analysis for the selection of space heating systems in an industrial building," Energy, Elsevier, vol. 36(1), pages 556-565.
    6. Kaya, Tolga & Kahraman, Cengiz, 2010. "Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul," Energy, Elsevier, vol. 35(6), pages 2517-2527.
    7. Boris Krey, 2008. "Scope of Electricity Efficiency Improvement in Switzerland until 2035," SOI - Working Papers 0813, Socioeconomic Institute - University of Zurich.
    8. Masini, Andrea & Menichetti, Emanuela, 2012. "The impact of behavioural factors in the renewable energy investment decision making process: Conceptual framework and empirical findings," Energy Policy, Elsevier, vol. 40(C), pages 28-38.
    9. Heinrich, G. & Basson, L. & Cohen, B. & Howells, M. & Petrie, J., 2007. "Ranking and selection of power expansion alternatives for multiple objectives under uncertainty," Energy, Elsevier, vol. 32(12), pages 2350-2369.
    10. Jovanović, Marina & Afgan, Naim & Radovanović, Predrag & Stevanović, Vladimir, 2009. "Sustainable development of the Belgrade energy system," Energy, Elsevier, vol. 34(5), pages 532-539.
    11. Andrea Masini & E. Menichetti, 2012. "The impact of behavioural factors in the renewable energy investment decision making process: Conceptual framework and empirical findings," Post-Print hal-00651706, HAL.
    12. Løken, Espen, 2007. "Use of multicriteria decision analysis methods for energy planning problems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(7), pages 1584-1595, September.
    13. Ines Wilkens (nee Braune) & Peter Schmuck, 2012. "Transdisciplinary Evaluation of Energy Scenarios for a German Village Using Multi-Criteria Decision Analysis," Sustainability, MDPI, vol. 4(4), pages 1-26, April.
    14. Madlener, Reinhard & Kowalski, Katharina & Stagl, Sigrid, 2007. "New ways for the integrated appraisal of national energy scenarios: The case of renewable energy use in Austria," Energy Policy, Elsevier, vol. 35(12), pages 6060-6074, December.
    15. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    16. Bishop, Justin D.K. & Amaratunga, Gehan A.J. & Rodriguez, Cuauhtemoc, 2008. "Using strong sustainability to optimize electricity generation fuel mixes," Energy Policy, Elsevier, vol. 36(3), pages 971-980, March.
    17. Jovanovic, Marina & Turanjanin, Valentina & Bakic, Vukman & Pezo, Milada & Vucicevic, Biljana, 2011. "Sustainability estimation of energy system options that use gas and renewable resources for domestic hot water production," Energy, Elsevier, vol. 36(4), pages 2169-2175.
    18. Tsoutsos, Theocharis & Drandaki, Maria & Frantzeskaki, Niki & Iosifidis, Eleftherios & Kiosses, Ioannis, 2009. "Sustainable energy planning by using multi-criteria analysis application in the island of Crete," Energy Policy, Elsevier, vol. 37(5), pages 1587-1600, May.
    19. Scott, James A. & Ho, William & Dey, Prasanta K., 2012. "A review of multi-criteria decision-making methods for bioenergy systems," Energy, Elsevier, vol. 42(1), pages 146-156.
    20. Ribeiro, Fernando & Ferreira, Paula & Araújo, Madalena, 2011. "The inclusion of social aspects in power planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4361-4369.
    21. 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.
    22. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2008. "Multicriteria evaluation of power plants impact on the living standard using the analytic hierarchy process," Energy Policy, Elsevier, vol. 36(3), pages 1074-1089, March.
    23. Lund, Henrik & Hvelplund, Frede, 2012. "The economic crisis and sustainable development: The design of job creation strategies by use of concrete institutional economics," Energy, Elsevier, vol. 43(1), pages 192-200.
    24. Talinli, Ilhan & Topuz, Emel & Uygar Akbay, Mehmet, 2010. "Comparative analysis for energy production processes (EPPs): Sustainable energy futures for Turkey," Energy Policy, Elsevier, vol. 38(8), pages 4479-4488, August.
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