IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v322y2025ics0360544225007091.html
   My bibliography  Save this article

Wind energy use under electricity supply guarantee rates: The impact of two incentive policies

Author

Listed:
  • Wang, Xianjia
  • Tianrun, He
  • Zhang, Ling

Abstract

Governments have adopted various incentives to promote wind energy, with Renewable Portfolio Standards and Emissions Trading Systems being among the most widely used policies. This paper explores the effects of these two incentive policies in different stages of wind energy development. We construct a regional power system consisting of a power retailer, a thermal power supplier, and a wind power supplier, where the wind power supplier needs to meet a specific guaranteed supply rate. Our findings reveal that Renewable Portfolio Standards policies lead to a 50% increase in the share of wind energy use in the early stages of wind energy development, compared to a 25% increase under Emissions Trading Systems policies. However, as wind energy technologies advance, the proportion of wind energy procured under Renewable Portfolio Standards exceeds the quota value, resulting in the policy’s diminishing effectiveness in further promoting wind energy. Conversely, the boosting effect of Emissions Trading Systems policies grows with higher carbon trading prices but remains constrained when wind energy supply stability is low. We validate these insights using electricity data from U.S. states implementing Renewable Portfolio Standards and Emissions Trading Systems policies, demonstrating the nuanced roles these incentives play in shaping wind energy integration.

Suggested Citation

  • Wang, Xianjia & Tianrun, He & Zhang, Ling, 2025. "Wind energy use under electricity supply guarantee rates: The impact of two incentive policies," Energy, Elsevier, vol. 322(C).
  • Handle: RePEc:eee:energy:v:322:y:2025:i:c:s0360544225007091
    DOI: 10.1016/j.energy.2025.135067
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544225007091
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2025.135067?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Sam Aflaki & Serguei Netessine, 2017. "Strategic Investment in Renewable Energy Sources: The Effect of Supply Intermittency," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 489-507, July.
    2. Meng, Sam & Siriwardana, Mahinda & McNeill, Judith & Nelson, Tim, 2018. "The impact of an ETS on the Australian energy sector: An integrated CGE and electricity modelling approach," Energy Economics, Elsevier, vol. 69(C), pages 213-224.
    3. Heikki Peura & Derek W. Bunn, 2021. "Renewable Power and Electricity Prices: The Impact of Forward Markets," Management Science, INFORMS, vol. 67(8), pages 4772-4788, August.
    4. Volodymyr Babich & Ruben Lobel & Şafak Yücel, 2020. "Promoting Solar Panel Investments: Feed-in-Tariff vs. Tax-Rebate Policies," Manufacturing & Service Operations Management, INFORMS, vol. 22(6), pages 1148-1164, November.
    5. Yan, Yamin & Wang, Yumeng & Yan, Jie & Zhang, Haoran & Shang, Wenlong, 2024. "Wind electricity‑hydrogen-natural gas coupling: An integrated optimization approach for enhancing wind energy accommodation and carbon reduction," Applied Energy, Elsevier, vol. 369(C).
    6. Young, David & Bistline, John, 2018. "The costs and value of renewable portfolio standards in meeting decarbonization goals," Energy Economics, Elsevier, vol. 73(C), pages 337-351.
    7. Eicke, Anselm & Ruhnau, Oliver & Hirth, Lion, 2021. "Electricity balancing as a market equilibrium: An instrument-based estimation of supply and demand for imbalance energy," Energy Economics, Elsevier, vol. 102(C).
    8. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    9. Carley, Sanya, 2009. "State renewable energy electricity policies: An empirical evaluation of effectiveness," Energy Policy, Elsevier, vol. 37(8), pages 3071-3081, August.
    10. Gunther Glenk & Stefan Reichelstein, 2020. "Synergistic Value in Vertically Integrated Power‐to‐Gas Energy Systems," Production and Operations Management, Production and Operations Management Society, vol. 29(3), pages 526-546, March.
    11. Zhou, Shan & Solomon, Barry D., 2020. "Do renewable portfolio standards in the United States stunt renewable electricity development beyond mandatory targets?," Energy Policy, Elsevier, vol. 140(C).
    12. Aditya Vedantam & Ananth Iyer, 2021. "Capacity Investment under Bayesian Information Updates at Reporting Periods: Model and Application," Production and Operations Management, Production and Operations Management Society, vol. 30(8), pages 2707-2725, August.
    13. Freeman, Nickolas K. & Narayanan, Arunachalam & Keskin, Burcu B., 2021. "Optimal use of downward substitution in a manufacturing operation subject to uncertainty," Omega, Elsevier, vol. 103(C).
    14. Alexandar Angelus, 2021. "Distributed Renewable Power Generation and Implications for Capacity Investment and Electricity Prices," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4614-4634, December.
    15. Kwon, Tae-hyeong, 2018. "Policy synergy or conflict for renewable energy support: Case of RPS and auction in South Korea," Energy Policy, Elsevier, vol. 123(C), pages 443-449.
    16. Tao Li & Suresh P. Sethi & Jun Zhang, 2017. "Mitigating Supply Uncertainty: The Interplay Between Diversification and Pricing," Production and Operations Management, Production and Operations Management Society, vol. 26(3), pages 369-388, March.
    17. MURPHY, Frédéric & SMEERS, Yves, 2010. "On the impact of forward markets on investments in oligopolistic markets with reference to electricity," LIDAM Reprints CORE 2216, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    18. Bigerna, Simona & Wen, Xingang & Hagspiel, Verena & Kort, Peter M., 2019. "Green electricity investments: Environmental target and the optimal subsidy," European Journal of Operational Research, Elsevier, vol. 279(2), pages 635-644.
    19. 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).
    20. Krishnan S. Anand & François C. Giraud-Carrier, 2020. "Pollution Regulation of Competitive Markets," Management Science, INFORMS, vol. 66(9), pages 4193-4206, September.
    21. Yan, Jingchi, 2021. "The impact of climate policy on fossil fuel consumption: Evidence from the Regional Greenhouse Gas Initiative (RGGI)," Energy Economics, Elsevier, vol. 100(C).
    22. A. Gürhan Kök & Kevin Shang & Şafak Yücel, 2018. "Impact of Electricity Pricing Policies on Renewable Energy Investments and Carbon Emissions," Management Science, INFORMS, vol. 64(1), pages 131-148, January.
    23. García-Álvarez, María Teresa & Cabeza-García, Laura & Soares, Isabel, 2017. "Analysis of the promotion of onshore wind energy in the EU: Feed-in tariff or renewable portfolio standard?," Renewable Energy, Elsevier, vol. 111(C), pages 256-264.
    24. Sanya Carley & Lincoln L. Davies & David B. Spence & Nikolaos Zirogiannis, 2019. "Author Correction: Empirical evaluation of the stringency and design of renewable portfolio standards," Nature Energy, Nature, vol. 4(2), pages 167-168, February.
    25. Zhao, Yong & Tang, Kam Ki & Wang, Li-li, 2013. "Do renewable electricity policies promote renewable electricity generation? Evidence from panel data," Energy Policy, Elsevier, vol. 62(C), pages 887-897.
    26. Desmond Cai & Anish Agarwal & Adam Wierman, 2020. "On the Inefficiency of Forward Markets in Leader–Follower Competition," Operations Research, INFORMS, vol. 68(1), pages 35-52, January.
    27. Sun, Kege & Zhou, Fengqi & Liu, Xinyu, 2024. "Study on the impact of emission trading scheme on technological progress of power generation sector in China: A perspective from energy transition," Energy, Elsevier, vol. 302(C).
    28. Vishal V. Agrawal & L. Beril Toktay & Şafak Yücel, 2022. "Non-ownership Business Models for Solar Energy," Manufacturing & Service Operations Management, INFORMS, vol. 24(4), pages 2048-2063, July.
    29. Barbosa, Luciana & Nunes, Cláudia & Rodrigues, Artur & Sardinha, Alberto, 2020. "Feed-in tariff contract schemes and regulatory uncertainty," European Journal of Operational Research, Elsevier, vol. 287(1), pages 331-347.
    30. Liebensteiner, Mario & Wrienz, Matthias, 2020. "Do Intermittent Renewables Threaten the Electricity Supply Security?," Energy Economics, Elsevier, vol. 87(C).
    31. Rountree, Valerie, 2019. "Nevada's experience with the Renewable Portfolio Standard," Energy Policy, Elsevier, vol. 129(C), pages 279-291.
    32. Nur Sunar & John R. Birge, 2019. "Strategic Commitment to a Production Schedule with Uncertain Supply and Demand: Renewable Energy in Day-Ahead Electricity Markets," Management Science, INFORMS, vol. 65(2), pages 714-734, February.
    33. Siddiqui, Afzal S. & Tanaka, Makoto & Chen, Yihsu, 2016. "Are targets for renewable portfolio standards too low? The impact of market structure on energy policy," European Journal of Operational Research, Elsevier, vol. 250(1), pages 328-341.
    34. A. Gürhan Kök & Kevin Shang & Şafak Yücel, 2020. "Investments in Renewable and Conventional Energy: The Role of Operational Flexibility," Manufacturing & Service Operations Management, INFORMS, vol. 22(5), pages 925-941, September.
    35. Elia, A. & Kamidelivand, M. & Rogan, F. & Ó Gallachóir, B., 2021. "Impacts of innovation on renewable energy technology cost reductions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    36. Koch, Christopher & Hirth, Lion, 2019. "Short-term electricity trading for system balancing: An empirical analysis of the role of intraday trading in balancing Germany's electricity system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
    37. Lingxiu Dong & Xin Geng & Guang Xiao & Nan Yang, 2022. "Procurement Strategies with Unreliable Suppliers Under Correlated Random Yields," Manufacturing & Service Operations Management, INFORMS, vol. 24(1), pages 179-195, January.
    38. Rahman, Shaikh M. & Kirkman, Grant A., 2015. "Costs of certified emission reductions under the Clean Development Mechanism of the Kyoto Protocol," Energy Economics, Elsevier, vol. 47(C), pages 129-141.
    39. Zhao, Chuandang & Wang, Fengjuan, 2024. "Economy-equity equilibrium based bi-level provincial renewable portfolio standard target allocation: Perspective from China," Energy, Elsevier, vol. 290(C).
    40. Frederic Murphy & Yves Smeers, 2010. "On the Impact of Forward Markets on Investments in Oligopolistic Markets with Reference to Electricity," Operations Research, INFORMS, vol. 58(3), pages 515-528, June.
    41. Luo, Sha & Ahiska, S. Sebnem & Fang, Shu-Cherng & King, Russell E. & Warsing, Donald P. & Wu, Shuohao, 2021. "An analysis of optimal ordering policies for a two-supplier system with disruption risk," Omega, Elsevier, vol. 105(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rui, Zhaobiao & Peng, Weicai & Qin, Ximei & Wang, Jun, 2023. "Assessing carbon cap-and-trade policies on hybrid renewable energy investments: Implications for pricing and capacity decisions," Resources Policy, Elsevier, vol. 86(PA).
    2. Nur Sunar & Jayashankar M. Swaminathan, 2022. "Socially relevant and inclusive operations management," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4379-4392, December.
    3. Parrish Bergquist & Christopher Warshaw, 2023. "How climate policy commitments influence energy systems and the economies of US states," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    4. Polzin, Friedemann & Egli, Florian & Steffen, Bjarne & Schmidt, Tobias S., 2019. "How do policies mobilize private finance for renewable energy?—A systematic review with an investor perspective," Applied Energy, Elsevier, vol. 236(C), pages 1249-1268.
    5. Wang, Yunfei & Li, Jinke & O'Leary, Nigel & Shao, Jing, 2024. "Banding: A game changer in the Renewables Obligation scheme in the United Kingdom," Energy Economics, Elsevier, vol. 130(C).
    6. Sun, Jie & Zhou, P. & Wen, Wen, 2022. "Assessing the regional adaptive capacity to renewable portfolio standard policy in China," Energy Policy, Elsevier, vol. 162(C).
    7. Volodymyr Babich & Ruben Lobel & Şafak Yücel, 2020. "Promoting Solar Panel Investments: Feed-in-Tariff vs. Tax-Rebate Policies," Manufacturing & Service Operations Management, INFORMS, vol. 22(6), pages 1148-1164, November.
    8. Heikki Peura & Derek W. Bunn, 2021. "Renewable Power and Electricity Prices: The Impact of Forward Markets," Management Science, INFORMS, vol. 67(8), pages 4772-4788, August.
    9. Dong, Zhuojia & Yu, Xianyu & Chang, Ching-Ter & Zhou, Dequn & Sang, Xiuzhi, 2022. "How does feed-in tariff and renewable portfolio standard evolve synergistically? An integrated approach of tripartite evolutionary game and system dynamics," Renewable Energy, Elsevier, vol. 186(C), pages 864-877.
    10. Chunyi Ji & Xinyue Wang & Wei Zhao & Xuan Wang & Wuyong Qian, 2025. "The Impact of Environmental Policies on Renewable Energy Storage Decisions in the Power Supply Chain," Energies, MDPI, vol. 18(9), pages 1-24, April.
    11. Hu, Xing & Yu, Shiwei & Fang, Xu & Ovaere, Marten, 2023. "Which combinations of renewable energy policies work better? Insights from policy text synergies in China," Energy Economics, Elsevier, vol. 127(PA).
    12. Wang, Delu & Li, Chunxiao & Mao, Jinqi & Yang, Qing, 2023. "What affects the implementation of the renewable portfolio standard? An analysis of the four-party evolutionary game," Renewable Energy, Elsevier, vol. 204(C), pages 250-261.
    13. Wei, Shuni & Yuan, Peng & Yu, Renjie, 2025. "Can renewable portfolio standard promote renewable energy capacity utilization? Empirical evidence from China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 210(C).
    14. Lu-Miao Li, Peng Zhou, and Wen Wen, 2023. "Distributed Renewable Energy Investment: The Effect of Time-of-Use Pricing," The Energy Journal, International Association for Energy Economics, vol. 0(Number 5).
    15. Justyna Godawska & Joanna Wyrobek, 2021. "The Impact of Environmental Policy Stringency on Renewable Energy Production in the Visegrad Group Countries," Energies, MDPI, vol. 14(19), pages 1-23, September.
    16. Afzal S. SIDDIQUI & Makoto TANAKA & Yihsu CHEN, 2017. "Sustainable Transmission Planning in Imperfectly Competitive Electricity Industries: Balancing economic efficiency and environmental outcomes," Discussion papers 17024, Research Institute of Economy, Trade and Industry (RIETI).
    17. 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).
    18. Yang, Yan-Shen & Xie, Bai-Chen & Tan, Xu, 2024. "Impact of green power trading mechanism on power generation and interregional transmission in China," Energy Policy, Elsevier, vol. 189(C).
    19. Pavel Tcvetkov, 2021. "Climate Policy Imbalance in the Energy Sector: Time to Focus on the Value of CO 2 Utilization," Energies, MDPI, vol. 14(2), pages 1-22, January.
    20. Wang, Haijun & Li, Lingchunzi & Sun, Jiaxuan & Shen, Minghao, 2023. "Carbon emissions abatement with duopoly generators and eco-conscious consumers: Carbon tax vs carbon allowance," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 786-804.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:322:y:2025:i:c:s0360544225007091. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.