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A financial approach to renewable energy production in Greece using goal programming

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  • Zografidou, Eleni
  • Petridis, Konstantinos
  • Petridis, Nikolaos E.
  • Arabatzis, Garyfallos

Abstract

Investing in renewable energy production is a high interest venture considering global energy needs and the environmental impact of fossil fuel consumption. Motivated by the goals set by the European Union towards 2020, this study aims at designing a renewable energy map (installing solar power plants) in Greece. Three aspects are considered, namely, social, financial, and power production aspects. A goal programming model is developed under target and structural constraints, and all possible weight combinations are examined. The solutions derived from each iteration are subjected to a financial meta-analysis, considering different tax and return scenarios aligned to the Greek taxation and banking system. The analysis considers Greece and each region separately, taking net present value (NPV) as an objective measure to assess the solutions. From the results, it is concluded that the internal rate of return is approximately 22.5%−25% for the overall network. In addition, higher NPV values are obtained when the financial and power production aspects are given greater emphasis. The proposed model provides multi-dimensional information for decision makers; investors can determine the optimal budgeting mix, and policy makers can determine the weight on each aspect that guarantees the success of the venture.

Suggested Citation

  • Zografidou, Eleni & Petridis, Konstantinos & Petridis, Nikolaos E. & Arabatzis, Garyfallos, 2017. "A financial approach to renewable energy production in Greece using goal programming," Renewable Energy, Elsevier, vol. 108(C), pages 37-51.
  • Handle: RePEc:eee:renene:v:108:y:2017:i:c:p:37-51
    DOI: 10.1016/j.renene.2017.01.044
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    1. Hyndman, Rob J. & Koehler, Anne B. & Snyder, Ralph D. & Grose, Simone, 2002. "A state space framework for automatic forecasting using exponential smoothing methods," International Journal of Forecasting, Elsevier, vol. 18(3), pages 439-454.
    2. Sampaio, Henrique César & Dias, Rubens Alves & Balestieri, José Antônio Perrella, 2013. "Sustainable urban energy planning: The case study of a tropical city," Applied Energy, Elsevier, vol. 104(C), pages 924-935.
    3. Fernandes, Bartolomeu & Cunha, Jorge & Ferreira, Paula, 2011. "The use of real options approach in energy sector investments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4491-4497.
    4. Ren, Ye & Suganthan, P.N. & Srikanth, N., 2015. "Ensemble methods for wind and solar power forecasting—A state-of-the-art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 82-91.
    5. Akella, A.K. & Saini, R.P. & Sharma, M.P., 2009. "Social, economical and environmental impacts of renewable energy systems," Renewable Energy, Elsevier, vol. 34(2), pages 390-396.
    6. Sánchez-Lozano, Juan M. & Teruel-Solano, Jerónimo & Soto-Elvira, Pedro L. & Socorro García-Cascales, M., 2013. "Geographical Information Systems (GIS) and Multi-Criteria Decision Making (MCDM) methods for the evaluation of solar farms locations: Case study in south-eastern Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 544-556.
    7. Monjas-Barroso, Manuel & Balibrea-Iniesta, José, 2013. "Valuation of projects for power generation with renewable energy: A comparative study based on real regulatory options," Energy Policy, Elsevier, vol. 55(C), pages 335-352.
    8. Kim, Kyung-Taek & Lee, Deok-Joo & Park, Sung-Joon, 2014. "Evaluation of R&D investments in wind power in Korea using real option," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 335-347.
    9. Tsoutsos, Theocharis & Frantzeskaki, Niki & Gekas, Vassilis, 2005. "Environmental impacts from the solar energy technologies," Energy Policy, Elsevier, vol. 33(3), pages 289-296, February.
    10. Mignon, Ingrid & Bergek, Anna, 2016. "Investments in renewable electricity production: The importance of policy revisited," Renewable Energy, Elsevier, vol. 88(C), pages 307-316.
    11. Hazelton, James & Bruce, Anna & MacGill, Iain, 2014. "A review of the potential benefits and risks of photovoltaic hybrid mini-grid systems," Renewable Energy, Elsevier, vol. 67(C), pages 222-229.
    12. Abdolreza Yazdani-Chamzini & Mohammad Majid Fouladgar & Edmundas Kazimieras Zavadskas & S. Hamzeh Haji Moini, 2013. "Selecting the optimal renewable energy using multi criteria decision making," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(5), pages 957-978, November.
    13. Venetsanos, Konstantinos & Angelopoulou, Penelope & Tsoutsos, Theocharis, 2002. "Renewable energy sources project appraisal under uncertainty: the case of wind energy exploitation within a changing energy market environment," Energy Policy, Elsevier, vol. 30(4), pages 293-307, March.
    14. Hernández-Torres, David & Urdaneta Urdaneta, Alberto J. & De Oliveira-De Jesus, Paulo, 2015. "A hierarchical methodology for the integral net energy design of small-scale hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 100-110.
    15. Strantzali, Eleni & Aravossis, Konstantinos, 2016. "Decision making in renewable energy investments: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 885-898.
    16. Hyndman, Rob J. & Khandakar, Yeasmin, 2008. "Automatic Time Series Forecasting: The forecast Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i03).
    17. 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.
    18. Pereira, Edinaldo José da Silva & Pinho, João Tavares & Galhardo, Marcos André Barros & Macêdo, Wilson Negrão, 2014. "Methodology of risk analysis by Monte Carlo Method applied to power generation with renewable energy," Renewable Energy, Elsevier, vol. 69(C), pages 347-355.
    19. Sharafi, Masoud & ELMekkawy, Tarek Y., 2014. "Multi-objective optimal design of hybrid renewable energy systems using PSO-simulation based approach," Renewable Energy, Elsevier, vol. 68(C), pages 67-79.
    20. Arnette, Andrew & Zobel, Christopher W., 2012. "An optimization model for regional renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4606-4615.
    21. Mourmouris, J.C. & Potolias, C., 2013. "A multi-criteria methodology for energy planning and developing renewable energy sources at a regional level: A case study Thassos, Greece," Energy Policy, Elsevier, vol. 52(C), pages 522-530.
    22. Jayaraman, Raja & Colapinto, Cinzia & Torre, Davide La & Malik, Tufail, 2015. "Multi-criteria model for sustainable development using goal programming applied to the United Arab Emirates," Energy Policy, Elsevier, vol. 87(C), pages 447-454.
    23. Yildiz, Özgür, 2014. "Financing renewable energy infrastructures via financial citizen participation – The case of Germany," Renewable Energy, Elsevier, vol. 68(C), pages 677-685.
    24. Petrillo, Antonella & De Felice, Fabio & Jannelli, Elio & Autorino, Claudio & Minutillo, Mariagiovanna & Lavadera, Antonio Lubrano, 2016. "Life cycle assessment (LCA) and life cycle cost (LCC) analysis model for a stand-alone hybrid renewable energy system," Renewable Energy, Elsevier, vol. 95(C), pages 337-355.
    25. Talavera, D.L. & Nofuentes, G. & Aguilera, J. & Fuentes, M., 2007. "Tables for the estimation of the internal rate of return of photovoltaic grid-connected systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(3), pages 447-466, April.
    26. Tate, Graham & Mbzibain, Aurelian & Ali, Shaukat, 2012. "A comparison of the drivers influencing farmers' adoption of enterprises associated with renewable energy," Energy Policy, Elsevier, vol. 49(C), pages 400-409.
    27. Audenaert, Amaryllis & De Boeck, Liesje & De Cleyn, Sven & Lizin, Sebastien & Adam, Jean-François, 2010. "An economic evaluation of photovoltaic grid connected systems (PVGCS) in Flanders for companies: A generic model," Renewable Energy, Elsevier, vol. 35(12), pages 2674-2682.
    28. Ferruzzi, Gabriella & Cervone, Guido & Delle Monache, Luca & Graditi, Giorgio & Jacobone, Francesca, 2016. "Optimal bidding in a Day-Ahead energy market for Micro Grid under uncertainty in renewable energy production," Energy, Elsevier, vol. 106(C), pages 194-202.
    29. Branker, K. & Pathak, M.J.M. & Pearce, J.M., 2011. "A review of solar photovoltaic levelized cost of electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4470-4482.
    30. Shrimali, Gireesh & Trivedi, Saurabh & Srinivasan, Sandhya & Goel, Shobhit & Nelson, David, 2016. "Cost-effective policies for reaching India's 2022 renewable targets," Renewable Energy, Elsevier, vol. 93(C), pages 255-268.
    31. Talavera, D.L. & Nofuentes, G. & Aguilera, J., 2010. "The internal rate of return of photovoltaic grid-connected systems: A comprehensive sensitivity analysis," Renewable Energy, Elsevier, vol. 35(1), pages 101-111.
    32. Audenaert, Amaryllis & De Boeck, Liesje & De Cleyn, Sven & Lizin, Sebastien & Adam, Jean-Franois, 2010. "An economic evaluation of photovoltaic grid connected systems (PVGCS) in Flanders for companies: a generic model," Working Papers 2010/16, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
    33. Garcia-Barberena, Javier & Monreal, Ana & Sánchez, Marcelino, 2014. "The BEPE – Break-Even Price of Energy: A financial figure of merit for renewable energy projects," Renewable Energy, Elsevier, vol. 71(C), pages 584-588.
    34. Muis, Z.A. & Hashim, H. & Manan, Z.A. & Taha, F.M. & Douglas, P.L., 2010. "Optimal planning of renewable energy-integrated electricity generation schemes with CO2 reduction target," Renewable Energy, Elsevier, vol. 35(11), pages 2562-2570.
    35. Locatelli, Giorgio & Invernizzi, Diletta Colette & Mancini, Mauro, 2016. "Investment and risk appraisal in energy storage systems: A real options approach," Energy, Elsevier, vol. 104(C), pages 114-131.
    36. Khalili-Damghani, Kaveh & Abtahi, Amir-Reza & Tavana, Madjid, 2013. "A new multi-objective particle swarm optimization method for solving reliability redundancy allocation problems," Reliability Engineering and System Safety, Elsevier, vol. 111(C), pages 58-75.
    37. Rahman, Md. Mizanur & Hasan, Mohammad Mahmodul & Paatero, Jukka V. & Lahdelma, Risto, 2014. "Hybrid application of biogas and solar resources to fulfill household energy needs: A potentially viable option in rural areas of developing countries," Renewable Energy, Elsevier, vol. 68(C), pages 35-45.
    38. Kyriakopoulos, Grigorios L. & Arabatzis, Garyfallos, 2016. "Electrical energy storage systems in electricity generation: Energy policies, innovative technologies, and regulatory regimes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 1044-1067.
    39. Evans, Annette & Strezov, Vladimir & Evans, Tim J., 2009. "Assessment of sustainability indicators for renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(5), pages 1082-1088, June.
    40. Kurka, Thomas & Blackwood, David, 2013. "Selection of MCA methods to support decision making for renewable energy developments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 225-233.
    41. Diagne, Maimouna & David, Mathieu & Lauret, Philippe & Boland, John & Schmutz, Nicolas, 2013. "Review of solar irradiance forecasting methods and a proposition for small-scale insular grids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 65-76.
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