Research on regulation strategy of integrated energy system based on game theory and divide-and-conquer algorithm
Integrated energy system is an energy supply method that enables the complementary and efficient utilization of multiple energy sources. However, integrated energy system involves multiple stakeholders, including the integrated energy operator, energy storage system, and energy user. Their behaviors...
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| Published in | Energy (Oxford) Vol. 319; p. 134860 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
15.03.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0360-5442 |
| DOI | 10.1016/j.energy.2025.134860 |
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| Abstract | Integrated energy system is an energy supply method that enables the complementary and efficient utilization of multiple energy sources. However, integrated energy system involves multiple stakeholders, including the integrated energy operator, energy storage system, and energy user. Their behaviors can lead to reduced system benefits, increased carbon emissions, and even violations. To address the above issues, an integrated energy system hybrid game model with the participation of the regulatory agency is constructed, and a divide-and-conquer algorithm is proposed to solve it. Firstly, this study establishes a Stackelberg game model to analyze the interactions among participants within the system and formulates a non-cooperative game model to investigate the relationship between integrated energy system and regulatory agency. Then, game theory is combined with the divide-and-conquer algorithm to solve the hybrid game model, evaluating the optimal strategies for the integrated energy operator as the leader, the energy storage system and energy user as followers under regulatory agency's interventions. Finally, a case study is conducted to analyze the regulatory agency's goal of maximizing overall system benefits and environmental benefits. By analyzing the impacts of various regulatory strategies on the system, this study provides actionable decision support and policy recommendations for the regulatory agency.
•Regulatory optimization model for energy operators, storage systems and users.•Game theory model analyzes energy system interactions between system participants and regulatory agencies.•Novel solution method that combines game theory with divide-and-conquer algorithm.•Evaluating regulatory strategies using a multiple performance index framework. |
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| AbstractList | Integrated energy system is an energy supply method that enables the complementary and efficient utilization of multiple energy sources. However, integrated energy system involves multiple stakeholders, including the integrated energy operator, energy storage system, and energy user. Their behaviors can lead to reduced system benefits, increased carbon emissions, and even violations. To address the above issues, an integrated energy system hybrid game model with the participation of the regulatory agency is constructed, and a divide-and-conquer algorithm is proposed to solve it. Firstly, this study establishes a Stackelberg game model to analyze the interactions among participants within the system and formulates a non-cooperative game model to investigate the relationship between integrated energy system and regulatory agency. Then, game theory is combined with the divide-and-conquer algorithm to solve the hybrid game model, evaluating the optimal strategies for the integrated energy operator as the leader, the energy storage system and energy user as followers under regulatory agency's interventions. Finally, a case study is conducted to analyze the regulatory agency's goal of maximizing overall system benefits and environmental benefits. By analyzing the impacts of various regulatory strategies on the system, this study provides actionable decision support and policy recommendations for the regulatory agency. Integrated energy system is an energy supply method that enables the complementary and efficient utilization of multiple energy sources. However, integrated energy system involves multiple stakeholders, including the integrated energy operator, energy storage system, and energy user. Their behaviors can lead to reduced system benefits, increased carbon emissions, and even violations. To address the above issues, an integrated energy system hybrid game model with the participation of the regulatory agency is constructed, and a divide-and-conquer algorithm is proposed to solve it. Firstly, this study establishes a Stackelberg game model to analyze the interactions among participants within the system and formulates a non-cooperative game model to investigate the relationship between integrated energy system and regulatory agency. Then, game theory is combined with the divide-and-conquer algorithm to solve the hybrid game model, evaluating the optimal strategies for the integrated energy operator as the leader, the energy storage system and energy user as followers under regulatory agency's interventions. Finally, a case study is conducted to analyze the regulatory agency's goal of maximizing overall system benefits and environmental benefits. By analyzing the impacts of various regulatory strategies on the system, this study provides actionable decision support and policy recommendations for the regulatory agency. •Regulatory optimization model for energy operators, storage systems and users.•Game theory model analyzes energy system interactions between system participants and regulatory agencies.•Novel solution method that combines game theory with divide-and-conquer algorithm.•Evaluating regulatory strategies using a multiple performance index framework. |
| ArticleNumber | 134860 |
| Author | Li, Qing Jin, Pengfei Wu, Yanjuan |
| Author_xml | – sequence: 1 givenname: Yanjuan orcidid: 0000-0003-3657-2791 surname: Wu fullname: Wu, Yanjuan email: wuyjtjut@email.tjut.edu.cn, wuyanjuan12@126.com organization: Tianjin University of Technology, 391 Binshui Xidao, Xiqing District, Tianjin, 300382, China – sequence: 2 givenname: Pengfei orcidid: 0009-0008-6862-8204 surname: Jin fullname: Jin, Pengfei organization: Tianjin University of Technology, 391 Binshui Xidao, Xiqing District, Tianjin, 300382, China – sequence: 3 givenname: Qing orcidid: 0009-0005-7541-5491 surname: Li fullname: Li, Qing organization: Tianjin University of Technology, 391 Binshui Xidao, Xiqing District, Tianjin, 300382, China |
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| Cites_doi | 10.1016/j.energy.2024.131808 10.1016/j.scs.2024.105352 10.1016/j.jclepro.2023.140393 10.1016/j.scs.2023.105088 10.1016/j.apenergy.2022.119106 10.1016/j.renene.2023.118959 10.1016/j.apenergy.2020.115989 10.1016/j.apenergy.2022.118664 10.1016/j.renene.2019.08.094 10.1016/j.segan.2015.11.005 10.1016/j.rser.2023.114157 10.1016/j.est.2024.111383 10.1016/j.segan.2023.101022 10.1016/j.segan.2017.01.001 10.1016/j.esr.2024.101426 10.1016/j.segan.2020.100374 10.1016/j.energy.2024.130617 10.1016/j.scs.2024.105264 10.1016/j.energy.2024.131604 10.1016/j.apenergy.2023.121196 10.1016/j.applthermaleng.2023.122272 10.1016/j.intfin.2024.101938 10.1016/j.est.2022.103984 |
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| Keywords | Integrated energy system Electricity market regulation Non-cooperative game Stackelberg game Divide-and-conquer algorithm |
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