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Incorporating life cycle external cost in optimization of the electricity generation mix

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  • Rentizelas, Athanasios
  • Georgakellos, Dimitrios

Abstract

The present work aims to examine the strategic decision of future electricity generation mix considering, together with all other factors, the effect of the external cost associated with the available power generation technology options, not only during their operation but also during their whole life cycle. The analysis has been performed by integrating the Life Cycle Assessment concept into a linear programming model for the yearly decisions on which option should be used to minimize the electricity generation cost. The model has been applied for the case of Greece for the years 2012–2050 and has led to several interesting results. Firstly, most of the new generating capacity should be renewable (mostly biomass and wind), while natural gas is usually the only conventional fuel technology chosen. If externalities are considered, wind energy increases its share and hydro-power replaces significant amounts of biomass-generated energy. Furthermore, a sensitivity analysis has been performed. One of the most important findings is that natural gas increases its contribution when externalities are increased. Summing-up, external cost has been found to be a significant percentage of the total electricity generation cost for some energy sources, therefore significantly changing the ranking order of cost-competitiveness for the energy sources examined.

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  • Rentizelas, Athanasios & Georgakellos, Dimitrios, 2014. "Incorporating life cycle external cost in optimization of the electricity generation mix," Energy Policy, Elsevier, vol. 65(C), pages 134-149.
    • Handle: RePEc:eee:enepol:v:65:y:2014:i:c:p:134-149
    DOI: 10.1016/j.enpol.2013.10.023
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    1. Kucukali, Serhat & Baris, Kemal, 2010. "Turkey's short-term gross annual electricity demand forecast by fuzzy logic approach," Energy Policy, Elsevier, vol. 38(5), pages 2438-2445, May.
    2. Bozicevic Vrhovcak, Maja & Tomsic, Zeljko & Debrecin, Nenad, 2005. "External costs of electricity production: case study Croatia," Energy Policy, Elsevier, vol. 33(11), pages 1385-1395, July.
    3. Bar-Lev, Dan & Katz, Steven, 1976. "A Portfolio Approach to Fossil Fuel Procurement in the Electric Utility Industry," Journal of Finance, American Finance Association, vol. 31(3), pages 933-947, June.
    4. Madlener, Reinhard & Kumbaroglu, Gurkan & Ediger, Volkan S., 2005. "Modeling technology adoption as an irreversible investment under uncertainty: the case of the Turkish electricity supply industry," Energy Economics, Elsevier, vol. 27(1), pages 139-163, January.
    5. Dilaver, Zafer & Hunt, Lester C, 2011. "Modelling and forecasting Turkish residential electricity demand," Energy Policy, Elsevier, vol. 39(6), pages 3117-3127, June.
    6. Shimon Awerbuch, 2006. "Portfolio-Based Electricity Generation Planning: Policy Implications For Renewables And Energy Security," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 11(3), pages 693-710, May.
    7. Rachmatullah, C. & Aye, Lu & Fuller, R.J., 2007. "Scenario planning for the electricity generation in Indonesia," Energy Policy, Elsevier, vol. 35(4), pages 2352-2359, April.
    8. Hondo, Hiroki, 2005. "Life cycle GHG emission analysis of power generation systems: Japanese case," Energy, Elsevier, vol. 30(11), pages 2042-2056.
    9. Mondal, Md. Alam Hossain & Boie, Wulf & Denich, Manfred, 2010. "Future demand scenarios of Bangladesh power sector," Energy Policy, Elsevier, vol. 38(11), pages 7416-7426, November.
    10. Gagnon, Luc & Belanger, Camille & Uchiyama, Yohji, 2002. "Life-cycle assessment of electricity generation options: The status of research in year 2001," Energy Policy, Elsevier, vol. 30(14), pages 1267-1278, November.
    11. Roques, Fabien A. & Newbery, David M. & Nuttall, William J., 2008. "Fuel mix diversification incentives in liberalized electricity markets: A Mean-Variance Portfolio theory approach," Energy Economics, Elsevier, vol. 30(4), pages 1831-1849, July.
    12. Owen, Anthony D., 2006. "Renewable energy: Externality costs as market barriers," Energy Policy, Elsevier, vol. 34(5), pages 632-642, March.
    13. Cai, Wenjia & Wang, Can & Wang, Ke & Zhang, Ying & Chen, Jining, 2007. "Scenario analysis on CO2 emissions reduction potential in China's electricity sector," Energy Policy, Elsevier, vol. 35(12), pages 6445-6456, December.
    14. Jaber, J. O. & Al-Sarkhi, A. & Akash, B. A. & Mohsen, M. S., 2004. "Medium-range planning economics of future electrical-power generation options," Energy Policy, Elsevier, vol. 32(3), pages 357-366, February.
    15. Juan-Carlos Ciscar & Antonio Soria & Clare M. Goodess & Ole B. Christensen & Ana Iglesias & Luis Garrote & Marta Moneo & Sonia Quiroga & Luc Feyen & Rutger Dankers & Robert Nicholls & Julie Richards &, 2009. "Climate change impacts in Europe. Final report of the PESETA research project," JRC Research Reports JRC55391, Joint Research Centre.
    16. Rafaj, Peter & Kypreos, Socrates, 2007. "Internalisation of external cost in the power generation sector: Analysis with Global Multi-regional MARKAL model," Energy Policy, Elsevier, vol. 35(2), pages 828-843, February.
    17. Grover, R.B. & Chandra, Subhash, 2006. "Scenario for growth of electricity in India," Energy Policy, Elsevier, vol. 34(17), pages 2834-2847, November.
    18. Krey, Volker & Martinsen, Dag & Wagner, Hermann-Josef, 2007. "Effects of stochastic energy prices on long-term energy-economic scenarios," Energy, Elsevier, vol. 32(12), pages 2340-2349.
    19. Porat, Yigal & Irith, Rotlevi & Turvey, Ralph, 1997. "Long-run marginal electricity generation costs in Israel," Energy Policy, Elsevier, vol. 25(4), pages 401-411, March.
    20. Kumbaroglu, Gürkan & Madlener, Reinhard & Demirel, Mustafa, 2008. "A real options evaluation model for the diffusion prospects of new renewable power generation technologies," Energy Economics, Elsevier, vol. 30(4), pages 1882-1908, July.
    21. Erica Ison & Anne Miller, 2000. "The Use Of Lca To Introduce Life-Cycle Thinking Into Decision-Making For The Purchase Of Medical Devices In The Nhs," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 453-476.
    22. Simshauser, Paul & Doan, Thao & Lacey, Ben, 2007. "The Outlook for the Economic and Environmental Performance of Australia's National Electricity Market in 2030," The Electricity Journal, Elsevier, vol. 20(6), pages 58-75, July.
    23. Kudelko, Mariusz, 2006. "Internalisation of external costs in the Polish power generation sector: A partial equilibrium model," Energy Policy, Elsevier, vol. 34(18), pages 3409-3422, December.
    24. Gökçek, Murat & Genç, Mustafa Serdar, 2009. "Evaluation of electricity generation and energy cost of wind energy conversion systems (WECSs) in Central Turkey," Applied Energy, Elsevier, vol. 86(12), pages 2731-2739, December.
    25. Atakhanova, Zauresh & Howie, Peter, 2007. "Electricity demand in Kazakhstan," Energy Policy, Elsevier, vol. 35(7), pages 3729-3743, July.
    26. Frankhauser, Samuel & Tol, Richard SJ, 1996. "Climate change costs : Recent advancements in the economic assessment," Energy Policy, Elsevier, vol. 24(7), pages 665-673, July.
    27. Rentizelas, Athanasios A. & Tolis, Athanasios I. & Tatsiopoulos, Ilias P., 2012. "Investment planning in electricity production under CO2 price uncertainty," International Journal of Production Economics, Elsevier, vol. 140(2), pages 622-629.
    28. Vithayasrichareon, Peerapat & MacGill, Iain F., 2012. "A Monte Carlo based decision-support tool for assessing generation portfolios in future carbon constrained electricity industries," Energy Policy, Elsevier, vol. 41(C), pages 374-392.
    29. Weigt, Hannes, 2009. "Germany's wind energy: The potential for fossil capacity replacement and cost saving," Applied Energy, Elsevier, vol. 86(10), pages 1857-1863, October.
    30. Georgakellos, Dimitrios A., 2010. "Impact of a possible environmental externalities internalisation on energy prices: The case of the greenhouse gases from the Greek electricity sector," Energy Economics, Elsevier, vol. 32(1), pages 202-209, January.
    31. Kaldellis, J.K. & Zafirakis, D. & Kondili, E., 2010. "Energy pay-back period analysis of stand-alone photovoltaic systems," Renewable Energy, Elsevier, vol. 35(7), pages 1444-1454.
    32. Turton, Hal, 2008. "ECLIPSE: An integrated energy-economy model for climate policy and scenario analysis," Energy, Elsevier, vol. 33(12), pages 1754-1769.
    33. Lady, George M., 2010. "Evaluating long term forecasts," Energy Economics, Elsevier, vol. 32(2), pages 450-457, March.
    34. Ali Akkemik, K., 2009. "Cost function estimates, scale economies and technological progress in the Turkish electricity generation sector," Energy Policy, Elsevier, vol. 37(1), pages 204-213, January.
    35. Liu, Tong & Xu, Gang & Cai, Peng & Tian, Longhu & Huang, Qili, 2011. "Development forecast of renewable energy power generation in China and its influence on the GHG control strategy of the country," Renewable Energy, Elsevier, vol. 36(4), pages 1284-1292.
    36. Jing, You-Yin & Bai, He & Wang, Jiang-Jiang & Liu, Lei, 2012. "Life cycle assessment of a solar combined cooling heating and power system in different operation strategies," Applied Energy, Elsevier, vol. 92(C), pages 843-853.
    Full references (including those not matched with items on IDEAS)

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