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How can the cost and effectiveness of renewable portfolio standards be coordinated? Incentive mechanism design from the coevolution perspective

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  • Xin-gang, Zhao
  • Yi, Zuo
  • Hui, Wang
  • Zhen, Wang

Abstract

Renewable portfolio standards are essential means to promote the transition to low-carbon energy by encouraging obligated subjects to purchase tradable green certificates. However, the trade-off between Renewable portfolio standards' cost and effectiveness is a challenge for the government, because they want to support the development of renewable energy at the lowest cost. This paper constructs a coevolution model for a renewable energy system incorporating Renewable portfolio standards to explore how incentive mechanisms impact the cost and effectiveness of Renewable portfolio standards. The simulation results show that with the coevolution of the RE system, Renewable portfolio standards' effectiveness gradually rises; concurrently, its cost increases first before later decreasing. However, the path-dependence of the behavioural evolution of the tradable green certificate market players hinders further improvements in Renewable portfolio standards' cost-effectiveness. In addition, high quotas and price collars close to TGC value improve the cost-effectiveness, whilst the sloped penalty mechanisms, banking mechanisms with a valid period longer than one year, and borrowing mechanisms significantly reduce costs. On this basis, the government can design dynamic incentive mechanisms to guide the market players’ behavioural evolution and decrease costs whilst also ensuring effectiveness.

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  • Xin-gang, Zhao & Yi, Zuo & Hui, Wang & Zhen, Wang, 2022. "How can the cost and effectiveness of renewable portfolio standards be coordinated? Incentive mechanism design from the coevolution perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
  • Handle: RePEc:eee:rensus:v:158:y:2022:i:c:s1364032122000260
    DOI: 10.1016/j.rser.2022.112096
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    as
    1. Pineda, Salvador & Bock, Andreas, 2016. "Renewable-based generation expansion under a green certificate market," Renewable Energy, Elsevier, vol. 91(C), pages 53-63.
    2. Wang, Banban & Pizer, William A. & Munnings, Clayton, 2022. "Price limits in a tradable performance standard," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    3. Eirik Amundsen & Fridrik Baldursson & Jørgen Mortensen, 2006. "Price Volatility and Banking in Green Certificate Markets," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 35(4), pages 259-287, December.
    4. Chen, Cliff & Wiser, Ryan & Mills, Andrew & Bolinger, Mark, 2009. "Weighing the costs and benefits of state renewables portfolio standards in the United States: A comparative analysis of state-level policy impact projections," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(3), pages 552-566, April.
    5. Lui, Yu-Hon & Mole, David, 1998. "The use of fundamental and technical analyses by foreign exchange dealers: Hong Kong evidence," Journal of International Money and Finance, Elsevier, vol. 17(3), pages 535-545, June.
    6. Wang, Bing & Wei, Yi-Ming & Yuan, Xiao-Chen, 2018. "Possible design with equity and responsibility in China’s renewable portfolio standards," Applied Energy, Elsevier, vol. 232(C), pages 685-694.
    7. de Freitas, Renan Alves & Vogel, Ederson Paulo & Korzenowski, André Luis & Oliveira Rocha, Luiz Alberto, 2020. "Stochastic model to aid decision making on investments in renewable energy generation: Portfolio diffusion and investor risk aversion," Renewable Energy, Elsevier, vol. 162(C), pages 1161-1176.
    8. Ilaria Foroni & Anna Agliari, 2008. "Complex Price Dynamics in a Financial Market with Imitation," Computational Economics, Springer;Society for Computational Economics, vol. 32(1), pages 21-36, September.
    9. Nielsen, Lene & Jeppesen, Tim, 2003. "Tradable Green Certificates in selected European countries--overview and assessment," Energy Policy, Elsevier, vol. 31(1), pages 3-14, January.
    10. Shayegh, Soheil & Sanchez, Daniel L., 2021. "Impact of market design on cost-effectiveness of renewable portfolio standards," Renewable and Sustainable Energy Reviews, Elsevier, vol. 136(C).
    11. O. Schmidt & A. Hawkes & A. Gambhir & I. Staffell, 2017. "The future cost of electrical energy storage based on experience rates," Nature Energy, Nature, vol. 2(8), pages 1-8, August.
    12. Newbery, David, 2018. "Evaluating the case for supporting renewable electricity," Energy Policy, Elsevier, vol. 120(C), pages 684-696.
    13. Lukas Menkhoff & Mark P. Taylor, 2007. "The Obstinate Passion of Foreign Exchange Professionals: Technical Analysis," Journal of Economic Literature, American Economic Association, vol. 45(4), pages 936-972, December.
    14. Kobos, Peter H. & Erickson, Jon D. & Drennen, Thomas E., 2006. "Technological learning and renewable energy costs: implications for US renewable energy policy," Energy Policy, Elsevier, vol. 34(13), pages 1645-1658, September.
    15. Stockmayer, Gabriella & Finch, Vanessa & Komor, Paul & Mignogna, Rich, 2012. "Limiting the costs of renewable portfolio standards: A review and critique of current methods," Energy Policy, Elsevier, vol. 42(C), pages 155-163.
    16. Foxon, Timothy J., 2011. "A coevolutionary framework for analysing a transition to a sustainable low carbon economy," Ecological Economics, Elsevier, vol. 70(12), pages 2258-2267.
    17. Bird, Lori & Chapman, Caroline & Logan, Jeff & Sumner, Jenny & Short, Walter, 2011. "Evaluating renewable portfolio standards and carbon cap scenarios in the U.S. electric sector," Energy Policy, Elsevier, vol. 39(5), pages 2573-2585, May.
    18. del Río, Pablo & Cerdá, Emilio, 2014. "The policy implications of the different interpretations of the cost-effectiveness of renewable electricity support," Energy Policy, Elsevier, vol. 64(C), pages 364-372.
    19. Lemming, Jacob, 2003. "Financial risks for green electricity investors and producers in a tradable green certificate market," Energy Policy, Elsevier, vol. 31(1), pages 21-32, January.
    20. Coulon, Michael & Khazaei, Javad & Powell, Warren B., 2015. "SMART-SREC: A stochastic model of the New Jersey solar renewable energy certificate market," Journal of Environmental Economics and Management, Elsevier, vol. 73(C), pages 13-31.
    21. Hustveit, Magne & Frogner, Jens Sveen & Fleten, Stein-Erik, 2017. "Tradable green certificates for renewable support: The role of expectations and uncertainty," Energy, Elsevier, vol. 141(C), pages 1717-1727.
    22. Rountree, Valerie, 2019. "Nevada's experience with the Renewable Portfolio Standard," Energy Policy, Elsevier, vol. 129(C), pages 279-291.
    23. Li, Wei & Lu, Can & Zhang, Yan-Wu, 2019. "Prospective exploration of future renewable portfolio standard schemes in China via a multi-sector CGE model," Energy Policy, Elsevier, vol. 128(C), pages 45-56.
    24. Barbose, Galen & Bird, Lori & Heeter, Jenny & Flores-Espino, Francisco & Wiser, Ryan, 2015. "Costs and benefits of renewables portfolio standards in the United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 523-533.
    25. Giorgio Fagiolo & Alessio Moneta & Paul Windrum, 2007. "A Critical Guide to Empirical Validation of Agent-Based Models in Economics: Methodologies, Procedures, and Open Problems," Computational Economics, Springer;Society for Computational Economics, vol. 30(3), pages 195-226, October.
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