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A Stackelberg game approach for power generators' policy preferences to meet emission reduction and development goals

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  • Zhang, Rui
  • Hu, Yu-Jie
  • Tang, Bao-Jun

Abstract

As key players in emission reduction, strategies that fully account for power generators in a multidimensional policy are essential for emission reduction and development. Previous research has often overlooked the influences of multiple policies on the micro-entities. Therefore, this study innovatively constructs a Stackelberg-based generator model that considers multidimensional policies, such as the carbon emissions trading system (ETS), coal consumption control, and green finance policy, to determine the development strategies and policy preferences of generators. This paper aims to clarify the impacts of multidimensional policies on the production decisions of power generators and, thus, obtain policy design solutions that consider both emission reduction and enterprise development. Research results show that the output of thermal power generators is always proportional to the unit carbon quota. So, lowering the carbon quota is more conducive to curbing thermal power generation. Based on the current carbon quota and carbon trading price, there is no need for clean energy power generation enterprises to trade CCER. Only the carbon quota benchmark value of the power generators is controlled at least within 0.782 t/MWh, power generation enterprises will participate in CCER trading to make the CCER mechanism effective. The lowest carbon emissions and optimal power generation structure in the power generation sector will be achieved when the ETS and coal consumption control policy are combined. The lowest carbon emissions will be reduced by about 33.63 % compared to the situation without the policy. Power generators’ carbon emission reduction effect and output will be jeopardized under the superimposed implementation of green finance policies. Therefore, it is necessary for power generation enterprises to improve energy efficiency further and reduce power generation costs. This is to adapt to the current situation of simultaneous implementation of the three policies to achieve better emission reduction and promote the transformation of the power generation structure. The study concludes by suggesting how to optimize policies to achieve the different development goals of the companies involved.

Suggested Citation

  • Zhang, Rui & Hu, Yu-Jie & Tang, Bao-Jun, 2025. "A Stackelberg game approach for power generators' policy preferences to meet emission reduction and development goals," Renewable Energy, Elsevier, vol. 250(C).
  • Handle: RePEc:eee:renene:v:250:y:2025:i:c:s096014812500833x
    DOI: 10.1016/j.renene.2025.123171
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    as
    1. Wang, Ge & Zhang, Qi & Su, Bin & Shen, Bo & Li, Yan & Li, Zhengjun, 2021. "Coordination of tradable carbon emission permits market and renewable electricity certificates market in China," Energy Economics, Elsevier, vol. 93(C).
    2. Feng, Huchen & Hu, Yu-Jie & Li, Chengjiang & Wang, Honglei, 2023. "Rolling horizon optimisation strategy and initial carbon allowance allocation model to reduce carbon emissions in the power industry: Case of China," Energy, Elsevier, vol. 277(C).
    3. Xu, Li & Zhang, Qin & Shi, Xunpeng, 2019. "Stakeholders strategies in poverty alleviation and clean energy access: A case study of China's PV poverty alleviation program," Energy Policy, Elsevier, vol. 135(C).
    4. Zhang, Wei & Ke, Jinjun & Ding, Yougang & Chen, Sicen, 2024. "Greening through finance: Green finance policies and firms' green investment," Energy Economics, Elsevier, vol. 131(C).
    5. Ji, Ling & Zhang, Bei-Bei & Huang, Guo-He & Xie, Yu-Lei & Niu, Dong-Xiao, 2018. "GHG-mitigation oriented and coal-consumption constrained inexact robust model for regional energy structure adjustment – A case study for Jiangsu Province, China," Renewable Energy, Elsevier, vol. 123(C), pages 549-562.
    6. Shuang Ma & Linda Zhang & Xiaotian Cai, 2024. "Optimizing joint technology selection, production planning and pricing decisions under emission tax: A Stackelberg game model and nested genetic algorithm," Post-Print hal-04552929, HAL.
    7. Wang, Peng & Guo, Zixuan & Zhang, Shengyu & Zhu, Lin & Yi, Liqi & Song, Xiaohua, 2024. "Strategic behaviors of renewable energy generation companies participating in the electricity and carbon coupled markets based on non-cooperative game theory," Energy, Elsevier, vol. 312(C).
    8. Ma, Junhai & Hou, Yaming & Yang, Wenhui & Tian, Yi, 2020. "A time-based pricing game in a competitive vehicle market regarding the intervention of carbon emission reduction," Energy Policy, Elsevier, vol. 142(C).
    9. Wang, Jinman & Wang, Ruogu & Zhu, Yucheng & Li, Jiayan, 2018. "Life cycle assessment and environmental cost accounting of coal-fired power generation in China," Energy Policy, Elsevier, vol. 115(C), pages 374-384.
    10. Liu, Chen & Xiong, Mengxu, 2022. "Green finance reform and corporate innovation: Evidence from China✰," Finance Research Letters, Elsevier, vol. 48(C).
    11. Wang, Lin & Li, Ke, 2022. "Research on renewable energy consumption and emission reduction in power market based on bi-level decision making in China," Energy, Elsevier, vol. 260(C).
    12. Jia, Zhijie & Wen, Shiyan & Sun, Zao, 2022. "Current relationship between coal consumption and the economic development and China's future carbon mitigation policies," Energy Policy, Elsevier, vol. 162(C).
    13. Xu, Jinghang & Guan, Yuru & Oldfield, Jonathan & Guan, Dabo & Shan, Yuli, 2024. "China carbon emission accounts 2020-2021," Applied Energy, Elsevier, vol. 360(C).
    14. 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).
    15. Yan, Sizhe & Wang, Weiqing & Li, Xiaozhu & Lv, Haipeng & Fan, Tianyuan & Aikepaer, Sumaiya, 2023. "Stochastic optimal scheduling strategy of cross-regional carbon emissions trading and green certificate trading market based on Stackelberg game," Renewable Energy, Elsevier, vol. 219(P1).
    16. Liu, Liwei & Chen, Chuxiang & Zhao, Yufei & Zhao, Erdong, 2015. "China׳s carbon-emissions trading: Overview, challenges and future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 254-266.
    17. Shao, Jiyou & Hua, Lei, 2023. "Research on government subsidy policy for firms’ R&D investment considering spillover effects: A Stackelberg game approach," Finance Research Letters, Elsevier, vol. 58(PB).
    18. Tu, Qiang & Mo, Jianlei & Liu, Zhuoran & Gong, Chunxu & Fan, Ying, 2021. "Using green finance to counteract the adverse effects of COVID-19 pandemic on renewable energy investment-The case of offshore wind power in China," Energy Policy, Elsevier, vol. 158(C).
    19. Hu, Fanshuai & Zhou, Dequn & Pan, Yinghao & Sun, Jinghe & Zhu, Qingyuan, 2025. "Impacts of overlapping regulation on the electricity market concerning renewable portfolio standards and carbon emission trading," Renewable Energy, Elsevier, vol. 238(C).
    20. Xu, Lin & Wu, Chenyang & Qin, Quande & Lin, Xiaoying, 2022. "Spillover effects and nonlinear correlations between carbon emissions and stock markets: An empirical analysis of China's carbon-intensive industries," Energy Economics, Elsevier, vol. 111(C).
    21. Qin, Quande & Liu, Yuan & Huang, Jia-Ping, 2020. "A cooperative game analysis for the allocation of carbon emissions reduction responsibility in China's power industry," Energy Economics, Elsevier, vol. 92(C).
    22. Na Lu & Jiahui Wu & Ziming Liu, 2022. "How Does Green Finance Reform Affect Enterprise Green Technology Innovation? Evidence from China," Sustainability, MDPI, vol. 14(16), pages 1-22, August.
    23. Huang, Yujing & Wang, Yudong & Liu, Nian, 2022. "A two-stage energy management for heat-electricity integrated energy system considering dynamic pricing of Stackelberg game and operation strategy optimization," Energy, Elsevier, vol. 244(PA).
    24. Zhang, Ning & Wang, Shuo, 2024. "Can China's regional carbon market pilots improve power plants' energy efficiency?," Energy Economics, Elsevier, vol. 129(C).
    25. Sun, Wen & Hao, Xinyu & Zhang, Xiaoling, 2024. "Climate policy interactions: Capturing game signals in carbon markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 198(C).
    26. 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).
    27. Yu, Zhongjue & Geng, Yong & Calzadilla, Alvaro & Wei, Wendong & Bleischwitz, Raimund, 2023. "Combining mandatory coal power phaseout and emissions trading in China's power sector," Energy Economics, Elsevier, vol. 122(C).
    28. 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).
    29. Huang, Qian & Xu, Jiuping, 2023. "Carbon tax revenue recycling for biomass/coal co-firing using Stackelberg game: A case study of Jiangsu province, China," Energy, Elsevier, vol. 272(C).
    30. Zhang, Lirong & Li, Yakun & Jia, Zhijie, 2018. "Impact of carbon allowance allocation on power industry in China’s carbon trading market: Computable general equilibrium based analysis," Applied Energy, Elsevier, vol. 229(C), pages 814-827.
    31. Xu, Bin & Lin, Boqiang, 2024. "Green finance, green technology innovation, and wind power development in China: Evidence from spatial quantile model," Energy Economics, Elsevier, vol. 132(C).
    32. Teng, Qiang & Zhang, Yu-Fei & Jiang, Hong-Dian & Liang, Qiao-Mei, 2023. "Economy-wide assessment of achieving carbon neutrality in China's power sector: A computable general equilibrium analysis," Renewable Energy, Elsevier, vol. 219(P2).
    33. Wang, Wei & Zhang, Yue-Jun, 2022. "Does China's carbon emissions trading scheme affect the market power of high-carbon enterprises?," Energy Economics, Elsevier, vol. 108(C).
    34. Jia, Zhijie & Lin, Boqiang, 2021. "How to achieve the first step of the carbon-neutrality 2060 target in China: The coal substitution perspective," Energy, Elsevier, vol. 233(C).
    35. Sun, Chenghao, 2023. "How are green finance, carbon emissions, and energy resources related in Asian sub-regions?," Resources Policy, Elsevier, vol. 83(C).
    36. Zhang, Chongchong & Lin, Boqiang, 2024. "Impact of introducing Chinese certified emission reduction scheme to the carbon market: Promoting renewable energy," Renewable Energy, Elsevier, vol. 222(C).
    37. Xia, Xiaoning & Li, Pengwei & Cheng, Yang, 2023. "Tripartite evolutionary game analysis of power battery carbon footprint disclosure under the EU battery regulation," Energy, Elsevier, vol. 284(C).
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