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A decision support system for evaluating effects of Feed-in Tariff mechanism: Dynamic modeling of Malaysia’s electricity generation mix

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  • Shahmohammadi, M. Sadegh
  • Mohd. Yusuff, Rosnah
  • Keyhanian, Sina
  • Shakouri G., Hamed

Abstract

Malaysia has abundant potentials of renewable energy resources mainly because of its rich agriculture that makes high potential in bio-power and its tropical climate, which provides sufficient sunlight for utilization of solar systems. Feed in Tariff mechanism has been applied since 2011 in Malaysia to expand utilization of renewable energy for electricity generation. In this study, a broad range of data is gathered to develop a comprehensive system dynamics model to evaluate the impacts of Feed in Tariff mechanism on the generation mix of Malaysia during a 20-year period between 2011 and 2030. Results demonstrate that although the policy may lead to a satisfactory level of target achievement but the Malaysian government may face an increasing shortage in its RE fund budget starting around 2019 unless it increases its income sources by rising the surcharges on electricity bills or decreases its expenditures by optimizing the amount of FiT payments in different periods. The sensitivity analysis illustrates that the more funding will not lead to a more sustainable generation mix unless it is paid in the right time and in the right direction. Using this model, policymakers can carry out analysis to determine the amount of money that must be collected from the electricity consumers through the surcharges on electricity bills as well as the amount of feed in tariff to be paid for different renewable resources in different periods.

Suggested Citation

  • Shahmohammadi, M. Sadegh & Mohd. Yusuff, Rosnah & Keyhanian, Sina & Shakouri G., Hamed, 2015. "A decision support system for evaluating effects of Feed-in Tariff mechanism: Dynamic modeling of Malaysia’s electricity generation mix," Applied Energy, Elsevier, vol. 146(C), pages 217-229.
    • Handle: RePEc:eee:appene:v:146:y:2015:i:c:p:217-229
    DOI: 10.1016/j.apenergy.2015.01.076
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    1. Chua, Shing Chyi & Oh, Tick Hui, 2010. "Review on Malaysia's national energy developments: Key policies, agencies, programmes and international involvements," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2916-2925, December.
    2. Hasani, Masoud & Hosseini, Seyed Hamid, 2011. "Dynamic assessment of capacity investment in electricity market considering complementary capacity mechanisms," Energy, Elsevier, vol. 36(1), pages 277-293.
    3. Kathirvale, Sivapalan & Muhd Yunus, Muhd Noor & Sopian, Kamaruzzaman & Samsuddin, Abdul Halim, 2004. "Energy potential from municipal solid waste in Malaysia," Renewable Energy, Elsevier, vol. 29(4), pages 559-567.
    4. Midttun, Atle & Gautesen, Kristian, 2007. "Feed in or certificates, competition or complementarity? Combining a static efficiency and a dynamic innovation perspective on the greening of the energy industry," Energy Policy, Elsevier, vol. 35(3), pages 1419-1422, March.
    5. Rahman Mohamed, Abdul & Lee, Keat Teong, 2006. "Energy for sustainable development in Malaysia: Energy policy and alternative energy," Energy Policy, Elsevier, vol. 34(15), pages 2388-2397, October.
    6. Pasaoglu Kilanc, Guzay & Or, Ilhan, 2008. "A decision support tool for the analysis of pricing, investment and regulatory processes in a decentralized electricity market," Energy Policy, Elsevier, vol. 36(8), pages 3026-3034, August.
    7. Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H., 2011. "A review on energy scenario and sustainable energy in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 639-647, January.
    8. Pereira, Adelino J.C. & Saraiva, João Tomé, 2011. "Generation expansion planning (GEP) – A long-term approach using system dynamics and genetic algorithms (GAs)," Energy, Elsevier, vol. 36(8), pages 5180-5199.
    9. Hasani-Marzooni, Masoud & Hosseini, Seyed Hamid, 2011. "Dynamic model for market-based capacity investment decision considering stochastic characteristic of wind power," Renewable Energy, Elsevier, vol. 36(8), pages 2205-2219.
    10. Oh, Tick Hui & Pang, Shen Yee & Chua, Shing Chyi, 2010. "Energy policy and alternative energy in Malaysia: Issues and challenges for sustainable growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(4), pages 1241-1252, May.
    11. Shafie, S.M. & Mahlia, T.M.I. & Masjuki, H.H. & Andriyana, A., 2011. "Current energy usage and sustainable energy in Malaysia: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4370-4377.
    12. Tang, Chor Foon & Tan, Eu Chye, 2013. "Exploring the nexus of electricity consumption, economic growth, energy prices and technology innovation in Malaysia," Applied Energy, Elsevier, vol. 104(C), pages 297-305.
    13. Hasani-Marzooni, Masoud & Hosseini, Seyed Hamid, 2013. "Dynamic analysis of various investment incentives and regional capacity assignment in Iranian electricity market," Energy Policy, Elsevier, vol. 56(C), pages 271-284.
    14. Lesser, Jonathan A. & Su, Xuejuan, 2008. "Design of an economically efficient feed-in tariff structure for renewable energy development," Energy Policy, Elsevier, vol. 36(3), pages 981-990, March.
    15. Sovacool, Benjamin K. & Drupady, Ira Martina, 2011. "Examining the Small Renewable Energy Power (SREP) Program in Malaysia," Energy Policy, Elsevier, vol. 39(11), pages 7244-7256.
    16. Jafar, Abdul Hamid & Al-Amin, Abul Quasem & Siwar, Chamhuri, 2008. "Environmental impact of alternative fuel mix in electricity generation in Malaysia," Renewable Energy, Elsevier, vol. 33(10), pages 2229-2235.
    17. Teufel, Felix & Miller, Michael & Genoese, Massimo & Fichtner, Wolf, 2013. "Review of System Dynamics models for electricity market simulations," Working Paper Series in Production and Energy 2, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
    18. Arango, Santiago, 2007. "Simulation of alternative regulations in the Colombian electricity market," Socio-Economic Planning Sciences, Elsevier, vol. 41(4), pages 305-319, December.
    19. Chua, Shing Chyi & Oh, Tick Hui, 2011. "Green progress and prospect in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2850-2861, August.
    20. Ventosa, Mariano & Baillo, Alvaro & Ramos, Andres & Rivier, Michel, 2005. "Electricity market modeling trends," Energy Policy, Elsevier, vol. 33(7), pages 897-913, May.
    21. Gan, Peck Yean & Komiyama, Ryoichi & Li, ZhiDong, 2013. "A low carbon society outlook for Malaysia to 2035," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 432-443.
    22. Aslani, Alireza & Helo, Petri & Naaranoja, Marja, 2014. "Role of renewable energy policies in energy dependency in Finland: System dynamics approach," Applied Energy, Elsevier, vol. 113(C), pages 758-765.
    23. Rüther, Ricardo & Zilles, Roberto, 2011. "Making the case for grid-connected photovoltaics in Brazil," Energy Policy, Elsevier, vol. 39(3), pages 1027-1030, March.
    24. Hashim, Haslenda & Ho, Wai Shin, 2011. "Renewable energy policies and initiatives for a sustainable energy future in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4780-4787.
    25. Johari, Anwar & Ahmed, Saeed Isa & Hashim, Haslenda & Alkali, Habib & Ramli, Mat, 2012. "Economic and environmental benefits of landfill gas from municipal solid waste in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2907-2912.
    26. Dusonchet, Luigi & Telaretti, Enrico, 2010. "Economic analysis of different supporting policies for the production of electrical energy by solar photovoltaics in eastern European Union countries," Energy Policy, Elsevier, vol. 38(8), pages 4011-4020, August.
    27. Hsu, Chiung-Wen, 2012. "Using a system dynamics model to assess the effects of capital subsidies and feed-in tariffs on solar PV installations," Applied Energy, Elsevier, vol. 100(C), pages 205-217.
    28. Wei, Max & Patadia, Shana & Kammen, Daniel M., 2010. "Putting renewables and energy efficiency to work: How many jobs can the clean energy industry generate in the US?," Energy Policy, Elsevier, vol. 38(2), pages 919-931, February.
    29. Dusonchet, Luigi & Telaretti, Enrico, 2010. "Economic analysis of different supporting policies for the production of electrical energy by solar photovoltaics in western European Union countries," Energy Policy, Elsevier, vol. 38(7), pages 3297-3308, July.
    30. 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.
    31. Gan, Peck Yean & Li, ZhiDong, 2008. "An econometric study on long-term energy outlook and the implications of renewable energy utilization in Malaysia," Energy Policy, Elsevier, vol. 36(2), pages 890-899, February.
    32. Shekarchian, M. & Moghavvemi, M. & Mahlia, T.M.I. & Mazandarani, A., 2011. "A review on the pattern of electricity generation and emission in Malaysia from 1976 to 2008," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2629-2642, August.
    33. Mekhilef, S. & Saidur, R. & Safari, A. & Mustaffa, W.E.S.B., 2011. "Biomass energy in Malaysia: Current state and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(7), pages 3360-3370, September.
    34. Mahlia, T.M.I, 2002. "Emissions from electricity generation in Malaysia," Renewable Energy, Elsevier, vol. 27(2), pages 293-300.
    35. Hassan Qudrat-Ullah, 2005. "MDESRAP: a model for understanding the dynamics of electricity supply, resources and pollution," International Journal of Global Energy Issues, Inderscience Enterprises Ltd, vol. 23(1), pages 1-14.
    36. Tye, Ying Ying & Lee, Keat Teong & Wan Abdullah, Wan Nadiah & Leh, Cheu Peng, 2011. "Second-generation bioethanol as a sustainable energy source in Malaysia transportation sector: Status, potential and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4521-4536.
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    21. Srinivasan, Sunderasan & Reddy, Vamshi Krishna, 2016. "Towards a better understanding of renewable energy YieldCos," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 154-163.

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