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ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets

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  • Javad Khazaei

    (Department of Operations Research and Financial Engineering, Princeton University, Princeton, New Jersey 08540)

  • Michael Coulon

    (Department of Business and Management, University of Sussex, Brighton BN1 9SL, UK)

  • Warren B. Powell

    (Department of Operations Research and Financial Engineering, Princeton University, Princeton, New Jersey 08540)

Abstract

Currently, most Renewable Energy Certificate (REC) markets are defined based on targets that create an artificial step demand function resembling a cliff. This target policy produces volatile prices that can make investing in renewables a risky proposition. In this paper, we propose an alternative policy called Adjustable Dynamic Assignment of Penalties and Targets (ADAPT) that uses a sloped compliance penalty and a self-regulating requirement schedule, both designed to stabilize REC prices, helping to alleviate a common weakness of environmental markets. To capture market behavior, we model the market as a stochastic dynamic programming problem to understand how the market might balance the decision to use a REC now versus holding it for future periods (in the face of uncertain new supply). Then, we present and prove some of the properties of this market, and finally we show that this mechanism reduces the volatility of REC prices, which should stabilize the market and encourage long-term investment in renewables.

Suggested Citation

  • Javad Khazaei & Michael Coulon & Warren B. Powell, 2017. "ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets," Operations Research, INFORMS, vol. 65(6), pages 1429-1445, December.
    • Handle: RePEc:inm:oropre:v:65:y:2017:i:6:p:1429-1445
    DOI: 10.1287/opre.2017.1641
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    1. Holt, Charles A. & Shobe, William M., 2016. "Reprint of: Price and quantity collars for stabilizing emission allowance prices: Laboratory experiments on the EU ETS market stability reserve," Journal of Environmental Economics and Management, Elsevier, vol. 80(C), pages 69-86.
    2. Berry, David, 2002. "The market for tradable renewable energy credits," Ecological Economics, Elsevier, vol. 42(3), pages 369-379, September.
    3. 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.
    4. 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.
    5. Deaton, Angus & Laroque, Guy, 1996. "Competitive Storage and Commodity Price Dynamics," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 896-923, October.
    6. Xu, Li & Deng, Shi-Jie & Thomas, Valerie M., 2016. "Carbon emission permit price volatility reduction through financial options," Energy Economics, Elsevier, vol. 53(C), pages 248-260.
    7. Pirrong,Craig, 2014. "Commodity Price Dynamics," Cambridge Books, Cambridge University Press, number 9781107616332, January.
    8. Cramton, Peter & Stoft, Steven, 2005. "A Capacity Market that Makes Sense," The Electricity Journal, Elsevier, vol. 18(7), pages 43-54.
    9. Burns, John Edward & Kang, Jin-Su, 2012. "Comparative economic analysis of supporting policies for residential solar PV in the United States: Solar Renewable Energy Credit (SREC) potential," Energy Policy, Elsevier, vol. 44(C), pages 217-225.
    10. Marchenko, O.V., 2008. "Modeling of a green certificate market," Renewable Energy, Elsevier, vol. 33(8), pages 1953-1958.
    11. Sascha Kollenberg & Luca Taschini, 2015. "The European Union Emissions Trading System and the Market Stability Reserve: Optimal Dynamic Supply Adjustment," CESifo Working Paper Series 5380, CESifo.
    12. Kildegaard, Arne, 2008. "Green certificate markets, the risk of over-investment, and the role of long-term contracts," Energy Policy, Elsevier, vol. 36(9), pages 3413-3421, September.
    13. Akira Maeda, 2004. "Impact of banking and forward contracts on tradable permit markets," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 6(2), pages 81-102, June.
    14. Wiser, Ryan & Barbose, Galen & Holt, Edward, 2011. "Supporting solar power in renewables portfolio standards: Experience from the United States," Energy Policy, Elsevier, vol. 39(7), pages 3894-3905, July.
    15. José A. Scheinkman & Jack Schechtman, 1983. "A Simple Competitive Model with Production and Storage," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(3), pages 427-441.
    16. Jacoby, Henry D. & Ellerman, A. Denny, 2004. "The safety valve and climate policy," Energy Policy, Elsevier, vol. 32(4), pages 481-491, March.
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    Cited by:

    1. Arvind Shrivats & Dena Firoozi & Sebastian Jaimungal, 2020. "A Mean-Field Game Approach to Equilibrium Pricing in Solar Renewable Energy Certificate Markets," Papers 2003.04938, arXiv.org, revised Aug 2021.
    2. Arvind Shrivats & Sebastian Jaimungal, 2019. "Optimal Behaviour in Solar Renewable Energy Certificate (SREC) Markets," Papers 1904.06337, arXiv.org, revised Apr 2020.
    3. Baamonde-Seoane, María A. & Carmen Calvo-Garrido, María del & Coulon, Michael & Vázquez, Carlos, 2021. "Numerical solution of a nonlinear PDE model for pricing Renewable Energy Certificates (RECs)," Applied Mathematics and Computation, Elsevier, vol. 404(C).
    4. Hao, Peng & Guo, Jun-Peng & Chen, Yihsu & Xie, Bai-Chen, 2020. "Does a combined strategy outperform independent policies? Impact of incentive policies on renewable power generation," Omega, Elsevier, vol. 97(C).
    5. Steven Campbell & Yichao Chen & Arvind Shrivats & Sebastian Jaimungal, 2021. "Deep Learning for Principal-Agent Mean Field Games," Papers 2110.01127, arXiv.org.
    6. Arvind V. Shrivats & Dena Firoozi & Sebastian Jaimungal, 2022. "A mean‐field game approach to equilibrium pricing in solar renewable energy certificate markets," Mathematical Finance, Wiley Blackwell, vol. 32(3), pages 779-824, July.
    7. Nguyen, Hieu T. & Felder, Frank A., 2020. "Generation expansion planning with renewable energy credit markets: A bilevel programming approach," Applied Energy, Elsevier, vol. 276(C).
    8. Thomas D. Jeitschko & Pallavi Pal, 2021. "Curbing Price Fluctuations in Cap-and-Trade Auctions," CESifo Working Paper Series 9266, CESifo.
    9. Dena Firoozi & Arvind V Shrivats & Sebastian Jaimungal, 2021. "Principal agent mean field games in REC markets," Papers 2112.11963, arXiv.org, revised Jun 2022.
    10. Jiang, Zhong-Zhong & He, Na & Huang, Song, 2021. "Government penalty provision and contracting with asymmetric quality information in a bioenergy supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).

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