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Improving energy management efficiency of regional integrated energy system: A novel multi-agent reference dependence-based framework with green certificates allocation-transaction strategy

Author

Listed:
  • Liu, Zhi-Feng
  • Luo, Xing-Fu
  • Jin, Xiao-Long
  • Kang, Qing

Abstract

The Regional Integrated Energy System (RIES) integrates advanced energy devices and various forms of energy, encompassing the entire process of energy production and consumption. It plays a crucial role in promoting the transformation of the energy structure and achieving the “dual carbon” goals. However, existing research on RIES faces several challenges, including low willingness for cooperative game dynamics among various Integrated Energy Systems (IES) in a multi-source context, and a lack of driving mechanisms for carbon emission offsets and trading, particularly when considering the economic viability of green certificates. To address these issues, this study proposes a multi-agent reference dependence-based framework for energy bargaining, along with a “carbon-determined certificates” green certificates allocation - transaction strategy. This approach aims to enhance the coupling of the energy‑carbon-green certificate market within RIES, thereby improving its low-carbon and economic performance. The results indicate that the introduction of the trading framework increased the total thermal energy exchange among IESs by approximately 224 kWh, enhancing the enthusiasm for cooperative gaming. Compared to a baseline scenario without strategies, the total economic costs for IESs decreased by 7.31 %, and carbon emissions were reduced by 4.49 %. Under the combined influence of the strategies and framework, the carbon emissions offset using green certificates for IES2 and IES3 increased by 501.72 kg and 323.38 kg, respectively, while energy purchase costs decreased by 3.96 % and 4.84 %. This study contributes to enhancing the low-carbon and economic performance of RIES by exploring carbon trading and green certificate trading mechanisms.

Suggested Citation

  • Liu, Zhi-Feng & Luo, Xing-Fu & Jin, Xiao-Long & Kang, Qing, 2025. "Improving energy management efficiency of regional integrated energy system: A novel multi-agent reference dependence-based framework with green certificates allocation-transaction strategy," Applied Energy, Elsevier, vol. 399(C).
  • Handle: RePEc:eee:appene:v:399:y:2025:i:c:s0306261925012607
    DOI: 10.1016/j.apenergy.2025.126530
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    References listed on IDEAS

    as
    1. Zhen, Juntao & Zhao, Laijun & Yi, Hongru & Cheng, Youfeng & Wang, Ke & Hu, Haisheng, 2024. "Cross-provincial collaborative transaction that considers both the green electricity and the green certificate markets under a renewable portfolio standard policy," Applied Energy, Elsevier, vol. 372(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. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2024. "RETRACTED ARTICLE: The economic commitment of climate change," Nature, Nature, vol. 628(8008), pages 551-557, April.
    4. Wang, L.L. & Xian, R.C. & Jiao, P.H. & Chen, J.J. & Chen, Y. & Liu, H.G., 2024. "Multi-timescale optimization of integrated energy system with diversified utilization of hydrogen energy under the coupling of green certificate and carbon trading," Renewable Energy, Elsevier, vol. 228(C).
    5. Xue, Kai & Wang, Jinshi & Zhao, Quanbin & Li, Chun & Chong, Daotong & Yan, Junjie, 2025. "Hierarchical optimisation for planning and dispatching of regional energy systems integrated with power-to-methanol," Renewable and Sustainable Energy Reviews, Elsevier, vol. 210(C).
    6. Yan, Yi & Liu, Mingqi & Tian, Chongyi & Li, Ji & Li, Ke, 2024. "Multi-layer game theory based operation optimisation of ICES considering improved independent market participant models and dedicated distributed algorithms," Applied Energy, Elsevier, vol. 373(C).
    7. Liu, Zhi-Feng & Luo, Xing-Fu & Chen, Xiao-Rui & Huang, Ya-He & Liu, You-Yuan & Tang, Yu & Kang, Qing & Guo, Liang, 2024. "An innovative bi-level scheduling model with hydrogen-thermal-electricity co-supply and dynamic carbon capture strategies for regional integrated energy systems considering hybrid games," Renewable Energy, Elsevier, vol. 237(PB).
    8. Meng, Yuxiang & Ma, Gang & Ye, Yujian & Yao, Yunting & Li, Weikang & Li, Tianyu, 2024. "Design of P2P trading mechanism for multi-energy prosumers based on generalized nash bargaining in GCT-CET market," Applied Energy, Elsevier, vol. 371(C).
    9. Liu, Zhi-Feng & Zhao, Shi-Xiang & Luo, Xing-Fu & Huang, Ya-He & Gu, Rui-Zheng & Li, Ji-Xiang & Li, Ling-Ling, 2025. "Two-layer energy dispatching and collaborative optimization of regional integrated energy system considering stakeholders game and flexible load management," Applied Energy, Elsevier, vol. 379(C).
    10. Yu, Jie & Chen, Lu & Wang, Qiong & Zhang, Xi & Sun, Qinghe, 2024. "Towards sustainable regional energy solutions: An optimized operational model for integrated energy systems with price-responsive planning," Energy, Elsevier, vol. 305(C).
    11. Wang, Kaiyan & Zhu, Hengtao & Dang, Jian & Ming, Bo & Wu, Xiong, 2024. "Short-term optimal scheduling of wind-photovoltaic-hydropower-thermal-pumped hydro storage coupled system based on a novel multi-objective priority stratification method," Energy, Elsevier, vol. 309(C).
    12. Yun, Yunyun & Zhang, Dahai & Yang, Shengchun & Li, Yaping & Yan, Jiahao, 2023. "Low-carbon optimal dispatch of integrated energy system considering the operation of oxy-fuel combustion coupled with power-to-gas and hydrogen-doped gas equipment," Energy, Elsevier, vol. 283(C).
    13. Zhao, Wanbing & Chang, Weiguang & Yang, Qiang, 2024. "Collaborative energy management of interconnected regional integrated energy systems considering spatio-temporal characteristics," Renewable Energy, Elsevier, vol. 235(C).
    14. Li, Xu & Deng, Jianhua & Liu, Jichun, 2025. "Energy–carbon–green certificates management strategy for integrated energy system using carbon–green certificates double-direction interaction," Renewable Energy, Elsevier, vol. 238(C).
    15. Liu, Zhi-Feng & Zhao, Shi-Xiang & Zhao, Shuang-Le & You, Guo-Dong & Hou, Xiao-Xin & Yu, Jia-Li & Li, Ling-Ling & Chen, Bo, 2023. "Improving the economic and environmental benefits of the energy system: A novel hybrid economic emission dispatch considering clean energy power uncertainty," Energy, Elsevier, vol. 285(C).
    16. Ju, Liwei & Lv, ShuoShuo & Zhang, Zheyu & Li, Gen & Gan, Wei & Fang, Jiangpeng, 2024. "Data-driven two-stage robust optimization dispatching model and benefit allocation strategy for a novel virtual power plant considering carbon-green certificate equivalence conversion mechanism," Applied Energy, Elsevier, vol. 362(C).
    17. Wang, Qinghan & Wang, Yanbo & Chen, Zhe, 2025. "Stackelberg-equilibrium-based collaborative charging management strategy for renewable fuel vehicles in regional integrated electricity‑hydrogen system," Applied Energy, Elsevier, vol. 377(PD).
    18. Wang, Yi & Jin, Zikang & Liang, Jing & Li, Zhongwen & Dinavahi, Venkata & Liang, Jun, 2024. "Low-carbon optimal scheduling of park-integrated energy system based on bidirectional Stackelberg-Nash game theory," Energy, Elsevier, vol. 305(C).
    19. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2024. "Author Correction: The economic commitment of climate change," Nature, Nature, vol. 631(8020), pages 9-9, July.
    20. Wu, Di & Guo, Jiacheng, 2023. "Optimal design method and benefits research for a regional integrated energy system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 186(C).
    21. Tong, Xi & Zhao, Shuyuan & Chen, Heng & Wang, Xinyu & Liu, Wenyi & Sun, Ying & Zhang, Lei, 2025. "Optimal dispatch of a multi-energy complementary system containing energy storage considering the trading of carbon emission and green certificate in China," Energy, Elsevier, vol. 314(C).
    22. Hu, Yu & Li, Jialin & Chi, Yuanying & Zheng, Yi, 2024. "Optimization of regional power low-carbon transition pathways in China under differentiated tradable green certificates trading models," Renewable Energy, Elsevier, vol. 237(PC).
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