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Exploring the synergistic effects of electricity‑carbon policies: A new perspective on power supply and demand based on game theory

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  • Liu, Qian
  • Fang, Debin
  • Lu, Jiahao

Abstract

Various countries worldwide have implemented policies designed either to directly curb greenhouse gas emissions from power plants, exemplified by Carbon Cap-and-Trade Scheme (CTS), or to encourage renewable energy growth, like Renewable Portfolio Standards (RPS). CTS and RPS share similar objectives due to the overlap of industry and sector. Nevertheless, it remains unclear whether their combined implementation can effectively foster renewable energy growth and reduce carbon emissions, given the complex interactions among electricity market participants. Our research develops a decision-making model for the electricity market that captures the strategic interaction between the supply side and demand side, as well as price competition between heterogeneous power generators. Four policy mechanism scenarios are constructed, and equilibrium outcomes are derived through backward induction. Building on the above model, we evaluate the synergistic effects of policy combinations, primarily the impact on electricity prices, renewable energy consumption, carbon emission reduction and social welfare. We further examine the effectiveness of RPS penalties and carbon trading regulations from the perspective of regulators. The findings suggest that the joint implementation of CTS and RPS fails to generate significant synergistic effects on carbon reduction or social welfare under current market conditions in China. When consumers' guilt coefficient for using coal-fired electricity and the carbon price are low, while the RPS target is high, the combination yields clear improvements in both outcomes. The impact of government supervision intensity on the efficiency of policy coordination provides policymakers with insights to better promote decarbonization and achieve sustainable development goals.

Suggested Citation

  • Liu, Qian & Fang, Debin & Lu, Jiahao, 2025. "Exploring the synergistic effects of electricity‑carbon policies: A new perspective on power supply and demand based on game theory," Energy Economics, Elsevier, vol. 151(C).
  • Handle: RePEc:eee:eneeco:v:151:y:2025:i:c:s0140988325007455
    DOI: 10.1016/j.eneco.2025.108918
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    1. Bistline, John E.T. & Brown, Maxwell & Siddiqui, Sauleh A. & Vaillancourt, Kathleen, 2020. "Electric sector impacts of renewable policy coordination: A multi-model study of the North American energy system," Energy Policy, Elsevier, vol. 145(C).
    2. Chang, Xin & Wu, Zhaoyuan & Wang, Jingting & Zhang, Xingyu & Zhou, Ming & Yu, Tao & Wang, Yuyang, 2023. "The coupling effect of carbon emission trading and tradable green certificates under electricity marketization in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    3. Meier, Jan-Niklas & Lehmann, Paul, 2022. "Optimal federal co-regulation of renewable energy deployment," Resource and Energy Economics, Elsevier, vol. 70(C).
    4. Sanya Carley & Elizabeth Baldwin & Lauren M. MacLean & Jennifer N. Brass, 2017. "Global Expansion of Renewable Energy Generation: An Analysis of Policy Instruments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(2), pages 397-440, October.
    5. Jamali, Mohammad-Bagher & Rasti-Barzoki, Morteza & Khosroshahi, Hossein, 2025. "A game-theoretic approach to investigating the negative externalities between renewable and non-renewable energy suppliers under government sustainability goals: A case study of Iran," Energy Policy, Elsevier, vol. 199(C).
    6. Shadi Goodarzi & Sam Aflaki & Andrea Masini, 2019. "Optimal Feed‐In Tariff Policies: The Impact of Market Structure and Technology Characteristics," Production and Operations Management, Production and Operations Management Society, vol. 28(5), pages 1108-1128, May.
    7. Song, Xiaohua & Wang, Peng, 2023. "Effectiveness of carbon emissions trading and renewable energy portfolio standards in the Chinese provincial and coupled electricity markets," Utilities Policy, Elsevier, vol. 84(C).
    8. Michael Howlett & Joanna Vince & Pablo del Río, 2017. "Policy Integration and Multi-Level Governance: Dealing with the Vertical Dimension of Policy Mix Designs," Politics and Governance, Cogitatio Press, vol. 5(2), pages 69-78.
    9. Ying, Zhou & Xin-gang, Zhao & Xue-feng, Jia & Zhen, Wang, 2021. "Can the Renewable Portfolio Standards improve social welfare in China's electricity market?," Energy Policy, Elsevier, vol. 152(C).
    10. 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).
    11. Ma, Xiaochen & Pan, Yanchun & Zhang, Manzi & Ma, Jianhua & Yang, Wen, 2024. "Impact of carbon emission trading and renewable energy development policy on the sustainability of electricity market: A stackelberg game analysis," Energy Economics, Elsevier, vol. 129(C).
    12. Liu, Qian & Fang, Debin, 2025. "Deceptive greenwashing by retail electricity providers under renewable portfolio standards: The impact of market transparency," Energy Policy, Elsevier, vol. 202(C).
    13. Bento, Antonio M. & Garg, Teevrat & Kaffine, Daniel, 2018. "Emissions reductions or green booms? General equilibrium effects of a renewable portfolio standard," Journal of Environmental Economics and Management, Elsevier, vol. 90(C), pages 78-100.
    14. Helm, Carsten & Mier, Mathias, 2021. "Steering the energy transition in a world of intermittent electricity supply: Optimal subsidies and taxes for renewables and storage," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    15. Nick Johnstone & Ivan Haščič & David Popp, 2017. "Erratum to: Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(2), pages 441-444, October.
    16. J. van den Bergh & J. Castro & S. Drews & F. Exadaktylos & J. Foramitti & F. Klein & T. Konc & I. Savin, 2021. "Designing an effective climate-policy mix: accounting for instrument synergy," Climate Policy, Taylor & Francis Journals, vol. 21(6), pages 745-764, July.
    17. 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.
    18. Zha, Donglan & Jiang, Pansong & Zhang, Chaoqun & Xia, Dan & Cao, Yang, 2023. "Positive synergy or negative synergy: An assessment of the carbon emission reduction effect of renewable energy policy mixes on China's power sector," Energy Policy, Elsevier, vol. 183(C).
    19. 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.
    20. Michael Howlett & Joanna Vince & Pablo del Río, 2017. "Policy Integration and Multi-Level Governance: Dealing with the Vertical Dimension of Policy Mix Designs," Politics and Governance, Cogitatio Press, vol. 5(2), pages 69-78.
    21. Oliveira, Fernando S. & Ruiz, Carlos & Conejo, Antonio J., 2013. "Contract design and supply chain coordination in the electricity industry," European Journal of Operational Research, Elsevier, vol. 227(3), pages 527-537.
    22. Kun Peng & Kuishuang Feng & Bin Chen & Yuli Shan & Ning Zhang & Peng Wang & Kai Fang & Yanchao Bai & Xiaowei Zou & Wendong Wei & Xinyi Geng & Yiyi Zhang & Jiashuo Li, 2023. "The global power sector’s low-carbon transition may enhance sustainable development goal achievement," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    23. Wang, Dongxue & Fan, Ruguo & Xu, Xiaoxia & Du, Kang & Wang, Yitong & Dou, Xihao, 2024. "Hybrid game model for electricity trading and pricing among multiple microgrids and consumers based on demand-side complex networks," Energy, Elsevier, vol. 313(C).
    24. Yi, Bo-Wen & Xu, Jin-Hua & Fan, Ying, 2019. "Coordination of policy goals between renewable portfolio standards and carbon caps: A quantitative assessment in China," Applied Energy, Elsevier, vol. 237(C), pages 25-35.
    25. Su, Q. & Zhou, P. & Ding, H. & Xydis, G., 2024. "Transition towards a hybrid energy system: Combined effects of renewable portfolio standards and carbon emission trading," Energy Economics, Elsevier, vol. 135(C).
    26. I. A. Grant Wilson & Iain Staffell, 2018. "Rapid fuel switching from coal to natural gas through effective carbon pricing," Nature Energy, Nature, vol. 3(5), pages 365-372, May.
    27. Tsitsiklis, John N. & Xu, Yunjian, 2015. "Pricing of fluctuations in electricity markets," European Journal of Operational Research, Elsevier, vol. 246(1), pages 199-208.
    28. Kivimaa, Paula & Kern, Florian, 2016. "Creative destruction or mere niche support? Innovation policy mixes for sustainability transitions," Research Policy, Elsevier, vol. 45(1), pages 205-217.
    29. Cristina Peñasco & Laura Díaz Anadón & Elena Verdolini, 2021. "Author Correction: Systematic review of the outcomes and trade-offs of ten types of decarbonization policy instruments," Nature Climate Change, Nature, vol. 11(3), pages 274-274, March.
    30. Gugler, Klaus & Haxhimusa, Adhurim & Liebensteiner, Mario, 2021. "Effectiveness of climate policies: Carbon pricing vs. subsidizing renewables," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    31. Yan, Yue & Sun, Mei & Guo, Zhilong, 2022. "How do carbon cap-and-trade mechanisms and renewable portfolio standards affect renewable energy investment?," Energy Policy, Elsevier, vol. 165(C).
    32. Wu, F. & Wang, S.Y. & Zhou, P., 2023. "Marginal abatement cost of carbon dioxide emissions: The role of abatement options," European Journal of Operational Research, Elsevier, vol. 310(2), pages 891-901.
    33. Yang, Peiwen & Fang, Debin & Wang, Shuyi, 2022. "Optimal trading mechanism for prosumer-centric local energy markets considering deviation assessment," Applied Energy, Elsevier, vol. 325(C).
    34. 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).
    35. Meng, Xin & Yu, Yanni, 2023. "Can renewable energy portfolio standards and carbon tax policies promote carbon emission reduction in China's power industry?," Energy Policy, Elsevier, vol. 174(C).
    36. Vidar Christiansen & Stephen Smith, 2015. "Emissions Taxes and Abatement Regulation Under Uncertainty," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 60(1), pages 17-35, January.
    37. Sun, Bo & Li, Mingzhe & Wang, Fan & Xie, Jingdong, 2023. "An incentive mechanism to promote residential renewable energy consumption in China's electricity retail market: A two-level Stackelberg game approach," Energy, Elsevier, vol. 269(C).
    38. Yu, Shiwei & Lu, Tingwei & Hu, Xing & Liu, Lancui & Wei, Yi-Ming, 2021. "Determinants of overcapacity in China’s renewable energy industry: Evidence from wind, photovoltaic, and biomass energy enterprises," Energy Economics, Elsevier, vol. 97(C).
    39. Dai, Yeming & Sun, Xilian & Qi, Yao & Leng, Mingming, 2021. "A real-time, personalized consumption-based pricing scheme for the consumptions of traditional and renewable energies," Renewable Energy, Elsevier, vol. 180(C), pages 452-466.
    40. Mahenc, Philippe, 2008. "Signaling the environmental performance of polluting products to green consumers," International Journal of Industrial Organization, Elsevier, vol. 26(1), pages 59-68, January.
    41. Geoff Martin & Eri Saikawa, 2017. "Effectiveness of state climate and energy policies in reducing power-sector CO2 emissions," Nature Climate Change, Nature, vol. 7(12), pages 912-919, December.
    42. Mulder, Machiel & Zeng, Yuyu, 2018. "Exploring interaction effects of climate policies: A model analysis of the power market," Resource and Energy Economics, Elsevier, vol. 54(C), pages 165-185.
    43. Ciarreta, Aitor & Espinosa, Maria Paz & Pizarro-Irizar, Cristina, 2017. "Optimal regulation of renewable energy: A comparison of Feed-in Tariffs and Tradable Green Certificates in the Spanish electricity system," Energy Economics, Elsevier, vol. 67(C), pages 387-399.
    44. Fabian Herweg & Klaus M Schmidt, 2022. "How to Regulate Carbon Emissions with Climate-Conscious Consumers," The Economic Journal, Royal Economic Society, vol. 132(648), pages 2992-3019.
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