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Application of multi-criteria decision-making model for choice of the optimal solution for meeting heat demand in the centralized supply system in Belgrade

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  • Grujić, Miodrag
  • Ivezić, Dejan
  • Živković, Marija

Abstract

The expected growth of living standard, number of inhabitants and development of technology, industry and agriculture will cause a significant increase of energy consumption in cities. Three scenarios of energy sector development until 2030 and corresponding energy consumption for the city of Belgrade are analyzed in this paper. These scenarios consider different level of economic development, investments in energy sector, substitution of fossil fuels, introduction of renewable energy sources and implementation of energy efficiency measures. The proposed model for selection of optimal district heating system compares different options for fulfilling expected new heat demand through eight criteria for each scenario. Proposed options are combination of different energy sources and technologies for their use. The criteria weights are set according to Serbian economy and energy position. The criteria include financial aspects, environmental impact and availability of energy. Multi-criteria method ELECTRE (ELimination Et Choix Traduisant la REalite) is used as a tool for obtaining the optimal option. It is concluded that combination of CHP (combined heat and power) plant and centralized use of geothermal energy is optimal choice in the optimistic scenario. In the pessimistic and business as usual scenario the optimal option is combination of new gas boilers and centralized use of geothermal energy.

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  • Grujić, Miodrag & Ivezić, Dejan & Živković, Marija, 2014. "Application of multi-criteria decision-making model for choice of the optimal solution for meeting heat demand in the centralized supply system in Belgrade," Energy, Elsevier, vol. 67(C), pages 341-350.
  • Handle: RePEc:eee:energy:v:67:y:2014:i:c:p:341-350
    DOI: 10.1016/j.energy.2014.02.017
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    1. 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.
    2. Münster, Marie & Morthorst, Poul Erik & Larsen, Helge V. & Bregnbæk, Lars & Werling, Jesper & Lindboe, Hans Henrik & Ravn, Hans, 2012. "The role of district heating in the future Danish energy system," Energy, Elsevier, vol. 48(1), pages 47-55.
    3. Ghanadan, Rebecca & Koomey, Jonathan G., 2005. "Using energy scenarios to explore alternative energy pathways in California," Energy Policy, Elsevier, vol. 33(9), pages 1117-1142, June.
    4. 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.
    5. AfDB AfDB, . "Annual Report 2012," Annual Report, African Development Bank, number 461.
    6. 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.
    7. Konidari, Popi & Mavrakis, Dimitrios, 2007. "A multi-criteria evaluation method for climate change mitigation policy instruments," Energy Policy, Elsevier, vol. 35(12), pages 6235-6257, December.
    8. Lund, Henrik, 2007. "Renewable energy strategies for sustainable development," Energy, Elsevier, vol. 32(6), pages 912-919.
    9. Browne, David & O'Regan, Bernadette & Moles, Richard, 2010. "Use of multi-criteria decision analysis to explore alternative domestic energy and electricity policy scenarios in an Irish city-region," Energy, Elsevier, vol. 35(2), pages 518-528.
    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. 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.
    12. Beccali, M. & Cellura, M. & Mistretta, M., 2003. "Decision-making in energy planning. Application of the Electre method at regional level for the diffusion of renewable energy technology," Renewable Energy, Elsevier, vol. 28(13), pages 2063-2087.
    13. Hiremath, R.B. & Shikha, S. & Ravindranath, N.H., 2007. "Decentralized energy planning; modeling and application--a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(5), pages 729-752, June.
    14. Pohekar, S. D. & Ramachandran, M., 2004. "Application of multi-criteria decision making to sustainable energy planning--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 8(4), pages 365-381, August.
    15. Theodorou, Savvas & Florides, Georgios & Tassou, Savvas, 2010. "The use of multiple criteria decision making methodologies for the promotion of RES through funding schemes in Cyprus, A review," Energy Policy, Elsevier, vol. 38(12), pages 7783-7792, December.
    16. Lund, H. & Mathiesen, B.V., 2009. "Energy system analysis of 100% renewable energy systems—The case of Denmark in years 2030 and 2050," Energy, Elsevier, vol. 34(5), pages 524-531.
    17. Neves, Lui­s Pires & Martins, António Gomes & Antunes, Carlos Henggeler & Dias, Lui­s Cândido, 2008. "A multi-criteria decision approach to sorting actions for promoting energy efficiency," Energy Policy, Elsevier, vol. 36(7), pages 2351-2363, July.
    18. 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.
    19. Ghafghazi, S. & Sowlati, T. & Sokhansanj, S. & Melin, S., 2010. "A multicriteria approach to evaluate district heating system options," Applied Energy, Elsevier, vol. 87(4), pages 1134-1140, April.
    20. Ćosić, Boris & Krajačić, Goran & Duić, Neven, 2012. "A 100% renewable energy system in the year 2050: The case of Macedonia," Energy, Elsevier, vol. 48(1), pages 80-87.
    21. Jovanovic, Marina & Afgan, Naim & Bakic, Vukman, 2010. "An analytical method for the measurement of energy system sustainability in urban areas," Energy, Elsevier, vol. 35(9), pages 3909-3920.
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    8. Janis Edmunds Daugavietis & Raimonda Soloha & Elina Dace & Jelena Ziemele, 2022. "A Comparison of Multi-Criteria Decision Analysis Methods for Sustainability Assessment of District Heating Systems," Energies, MDPI, vol. 15(7), pages 1-23, March.
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