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Evolutionary pathways of renewable power system considering low-carbon policies: An agent-based modelling approach

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  • Zhao, Conghao
  • Zhou, Ming
  • Li, Jian
  • Fu, Zhihang
  • Liu, Dazheng
  • Wu, Zhaoyuan

Abstract

The proposed "carbon neutrality" goal necessitates a profound decarbonization of China's power system, which involves reshaping the traditional coal-dominated energy structure. The orderly phase-out of coal-fired generation units and the realization of safe and economic transformation of the power system are important challenges faced by the construction of low-carbon power systems. As China's electricity market reform advances, the design of low-carbon policies and the self-interested behaviour of various market players will critically influence the decarbonization process. This article proposes an agent-based modelling approach that embeds a renewable energy investment model and a coal-fired power decommissioning model in power generation companies. The impact of low-carbon synergistic policy design on renewable energy and coal-fired power is examined using a representative region of China as the measurement target. The results indicate that while low-carbon policies exhibit varying effects across different regions, they uniformly contribute to a reduction in carbon emission intensity. Additionally, the deep peak regulation compensation policy and energy storage inputs address the issue of diminished flexibility resulting from the gradual phase-out of coal-fired generation units. These policies are complementary and collectively facilitate China's transition to a safe and economic low-carbon energy system.

Suggested Citation

  • Zhao, Conghao & Zhou, Ming & Li, Jian & Fu, Zhihang & Liu, Dazheng & Wu, Zhaoyuan, 2025. "Evolutionary pathways of renewable power system considering low-carbon policies: An agent-based modelling approach," Renewable Energy, Elsevier, vol. 244(C).
    • Handle: RePEc:eee:renene:v:244:y:2025:i:c:s0960148125003489
    DOI: 10.1016/j.renene.2025.122686
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    1. Mason, Karl & Qadrdan, Meysam & Jenkins, Nicholas, 2021. "Investing in generation and storage capacity in a liberalised electricity market: An agent based approach," Applied Energy, Elsevier, vol. 294(C).
    2. Wu, C.B. & Guan, P.B. & Zhong, L.N. & Lv, J. & Hu, X.F. & Huang, G.H. & Li, C.C., 2020. "An optimized low-carbon production planning model for power industry in coal-dependent regions - A case study of Shandong, China," Energy, Elsevier, vol. 192(C).
    3. Chen, Bingkun & Chen, Zhuo & Liu, Xiaoyue Cathy & Zheng, Nan & Xiao, Qijie, 2024. "Measuring the effectiveness of incorporating mobile charging services into urban electric vehicle charging network: An agent-based approach," Renewable Energy, Elsevier, vol. 234(C).
    4. Jiao, Jianling & Song, Jiangfeng & Ding, Tao, 2024. "The impact of synergistic development of renewable energy and digital economy on energy intensity: Evidence from 33 countries," Energy, Elsevier, vol. 295(C).
    5. Yin, Guangzhi & Duan, Maosheng, 2022. "Pricing the deep peak regulation service of coal-fired power plants to promote renewable energy integration," Applied Energy, Elsevier, vol. 321(C).
    6. He, Yong & Zeng, Zhaoai & Liao, Nuo, 2024. "Multi-objective optimization of regional power generation mix considering both carbon cap-and-trade mechanisms and renewable portfolio standards," Renewable Energy, Elsevier, vol. 231(C).
    7. Wu, Huihuang & Yang, Haozhe & Hu, Xiurong & Zheng, Leyi & Li, Jie & Li, Yangfan & Wang, Xian & Ge, Wendong & Zhou, Yuhan & Liu, Ying & Liu, Junfeng & Wang, Yuqing & Ma, Jianmin & Tao, Shu, 2024. "Complementing carbon tax with renewable energy investment to decarbonize the energy system in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    8. Zhang, Xinyue & Guo, Xiaopeng & Zhang, Xingping, 2023. "Bidding modes for renewable energy considering electricity-carbon integrated market mechanism based on multi-agent hybrid game," Energy, Elsevier, vol. 263(PA).
    9. Bao, Xiongjiantao & Zhao, Wenhui & Wang, Xiaomei & Tan, Zhongfu, 2019. "Impact of policy mix concerning renewable portfolio standards and emissions trading on electricity market," Renewable Energy, Elsevier, vol. 135(C), pages 761-774.
    10. Lei, Nuoa & Masanet, Eric & Koomey, Jonathan, 2021. "Best practices for analyzing the direct energy use of blockchain technology systems: Review and policy recommendations," Energy Policy, Elsevier, vol. 156(C).
    11. Wu, Zhaoyuan & Zhou, Ming & Zhang, Zhi & Zhao, Huiru & Wang, Jianxiao & Xu, Jiayu & Li, Gengyin, 2022. "An incentive profit-sharing mechanism for welfare transfer in balancing market integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    12. Wang, Yongpei & Yan, Qing & Luo, Yifei & Zhang, Qian, 2023. "Carbon abatement of electricity sector with renewable energy deployment: Evidence from China," Renewable Energy, Elsevier, vol. 210(C), pages 1-11.
    13. Rogge, Karoline S. & Pfluger, Benjamin & Geels, Frank W., 2020. "Transformative policy mixes in socio-technical scenarios: The case of the low-carbon transition of the German electricity system (2010–2050)," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    14. Béres, Rebeka & Nijs, Wouter & Boldrini, Annika & van den Broek, Machteld, 2024. "Will hydrogen and synthetic fuels energize our future? Their role in Europe's climate-neutral energy system and power system dynamics," Applied Energy, Elsevier, vol. 375(C).
    15. Nam, KiJeon & Hwangbo, Soonho & Yoo, ChangKyoo, 2020. "A deep learning-based forecasting model for renewable energy scenarios to guide sustainable energy policy: A case study of Korea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 122(C).
    16. Nguyen, Le Khanh Ngan & Howick, Susan & Megiddo, Itamar, 2024. "A framework for conceptualising hybrid system dynamics and agent-based simulation models," European Journal of Operational Research, Elsevier, vol. 315(3), pages 1153-1166.
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