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Energy efficiency resource modeling in generation expansion planning

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  • Ghaderi, A.
  • Parsa Moghaddam, M.
  • Sheikh-El-Eslami, M.K.

Abstract

Energy efficiency plays an important role in mitigating energy security risks and emission problems. In this paper, energy efficiency resources are modeled as efficiency power plants (EPP) to evaluate their impacts on generation expansion planning (GEP). The supply curve of EPP is proposed using the production function of electricity consumption. A decision making framework is also presented to include EPP in GEP problem from an investor's point of view. The revenue of EPP investor is obtained from energy cost reduction of consumers and does not earn any income from electricity market. In each stage of GEP, a bi-level model for operation problem is suggested: the upper-level represents profit maximization of EPP investor and the lower-level corresponds to maximize the social welfare. To solve the bi-level problem, a fixed-point iteration algorithm is used known as diagonalization method. Energy efficiency feed-in tariff is investigated as a regulatory support scheme to encourage the investor. Results pertaining to a case study are simulated and discussed.

Suggested Citation

  • Ghaderi, A. & Parsa Moghaddam, M. & Sheikh-El-Eslami, M.K., 2014. "Energy efficiency resource modeling in generation expansion planning," Energy, Elsevier, vol. 68(C), pages 529-537.
    • Handle: RePEc:eee:energy:v:68:y:2014:i:c:p:529-537
    DOI: 10.1016/j.energy.2014.02.028
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    as
    1. Oak, Neeraj & Lawson, Daniel & Champneys, Alan, 2014. "Performance comparison of renewable incentive schemes using optimal control," Energy, Elsevier, vol. 64(C), pages 44-57.
    2. Eyre, Nick, 2013. "Energy saving in energy market reform—The feed-in tariffs option," Energy Policy, Elsevier, vol. 52(C), pages 190-198.
    3. Haas, Reinhard & Resch, Gustav & Panzer, Christian & Busch, Sebastian & Ragwitz, Mario & Held, Anne, 2011. "Efficiency and effectiveness of promotion systems for electricity generation from renewable energy sources – Lessons from EU countries," Energy, Elsevier, vol. 36(4), pages 2186-2193.
    4. Al-Mansour, Fouad, 2011. "Energy efficiency trends and policy in Slovenia," Energy, Elsevier, vol. 36(4), pages 1868-1877.
    5. Brennan, Timothy J. & Palmer, Karen L., 2013. "Energy efficiency resource standards: Economics and policy," Utilities Policy, Elsevier, vol. 25(C), pages 58-68.
    6. Moreno, Blanca & López, Ana J. & García-Álvarez, María Teresa, 2012. "The electricity prices in the European Union. The role of renewable energies and regulatory electric market reforms," Energy, Elsevier, vol. 48(1), pages 307-313.
    7. Toshi H. Arimura, Shanjun Li, Richard G. Newell, and Karen Palmer, 2012. "Cost-Effectiveness of Electricity Energy Efficiency Programs," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    8. Inglesi-Lotz, R. & Pouris, A., 2012. "Energy efficiency in South Africa: A decomposition exercise," Energy, Elsevier, vol. 42(1), pages 113-120.
    9. Paul, Anthony & Palmer, Karen & Woerman, Matt, 2011. "Supply Curves for Conserved Electricity," RFF Working Paper Series dp-11-11, Resources for the Future.
    10. Fleiter, Tobias & Fehrenbach, Daniel & Worrell, Ernst & Eichhammer, Wolfgang, 2012. "Energy efficiency in the German pulp and paper industry – A model-based assessment of saving potentials," Energy, Elsevier, vol. 40(1), pages 84-99.
    11. Hu, Zhaoguang & Wen, Quan & Wang, Jianhui & Tan, Xiandong & Nezhad, Hameed & Shan, Baoguo & Han, Xinyang, 2010. "Integrated resource strategic planning in China," Energy Policy, Elsevier, vol. 38(8), pages 4635-4642, August.
    12. Westner, Günther & Madlener, Reinhard, 2011. "Development of cogeneration in Germany: A mean-variance portfolio analysis of individual technology’s prospects in view of the new regulatory framework," Energy, Elsevier, vol. 36(8), pages 5301-5313.
    13. Schleich, Joachim & Rogge, Karoline S. & Betz, Regina, 2008. "Incentives for energy efficiency in the EU Emissions Trading Scheme," Working Papers "Sustainability and Innovation" S2/2008, Fraunhofer Institute for Systems and Innovation Research (ISI).
    14. Gillingham, Kenneth & Newell, Richard G. & Palmer, Karen L., 2004. "Retrospective Examination of Demand-Side Energy Efficiency Policies," Discussion Papers 10477, Resources for the Future.
    15. Vine, Edward & Hamrin, Jan & Eyre, Nick & Crossley, David & Maloney, Michelle & Watt, Greg, 2003. "Public policy analysis of energy efficiency and load management in changing electricity businesses," Energy Policy, Elsevier, vol. 31(5), pages 405-430, April.
    16. Moghaddam, M. Parsa & Abdollahi, A. & Rashidinejad, M., 2011. "Flexible demand response programs modeling in competitive electricity markets," Applied Energy, Elsevier, vol. 88(9), pages 3257-3269.
    17. Wijayatunga, Priyantha D.C., 2014. "Regulation for renewable energy development: Lessons from Sri Lanka experience," Renewable Energy, Elsevier, vol. 61(C), pages 29-32.
    18. Banovac, Eraldo & Gelo, Tomislav & Simurina, Jurica, 2007. "Analysis of economic characteristics of a tariff system for thermal energy activities," Energy Policy, Elsevier, vol. 35(11), pages 5591-5600, November.
    19. Huang, Yun-Hsun & Wu, Jung-Hua, 2011. "Assessment of the feed-in tariff mechanism for renewable energies in Taiwan," Energy Policy, Elsevier, vol. 39(12), pages 8106-8115.
    20. Blok, Kornelis, 2005. "Enhanced policies for the improvement of electricity efficiencies," Energy Policy, Elsevier, vol. 33(13), pages 1635-1641, September.
    21. Loreta Stankeviciute & Patrick Criqui, 2008. "Energy and climate policies to 2020 : the impacts of the european " 20/20/20 " approach," Post-Print halshs-00226208, HAL.
    22. Xinmin Hu & Daniel Ralph, 2007. "Using EPECs to Model Bilevel Games in Restructured Electricity Markets with Locational Prices," Operations Research, INFORMS, vol. 55(5), pages 809-827, October.
    23. Gellings, Clark W. & Wikler, Greg & Ghosh, Debyani, 2006. "Assessment of U.S. Electric End-Use Energy Efficiency Potential," The Electricity Journal, Elsevier, vol. 19(9), pages 55-69, November.
    24. Sovacool, Benjamin K., 2009. "The importance of comprehensiveness in renewable electricity and energy-efficiency policy," Energy Policy, Elsevier, vol. 37(4), pages 1529-1541, April.
    25. Blumstein, Carl & Goldman, Charles & Barbose, Galen, 2005. "Who should administer energy-efficiency programs?," Energy Policy, Elsevier, vol. 33(8), pages 1053-1067, May.
    26. Aalami, H.A. & Moghaddam, M. Parsa & Yousefi, G.R., 2010. "Demand response modeling considering Interruptible/Curtailable loads and capacity market programs," Applied Energy, Elsevier, vol. 87(1), pages 243-250, January.
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