IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v303y2024ics0360544224017018.html

Low-carbon scheduling research of integrated energy system based on Stackelberg game under sharing mode

Author

Listed:
  • Liu, Xiaoou

Abstract

To achieve a win-win situation among multiple stakeholders within the integrated energy system, this paper proposes a low-carbon scheduling research of integrated energy system based on Stackelberg game under sharing mode. Firstly, an operation framework of integrated energy system based on leader-follower game was established, and a model of integrated energy system operator and user coalition was established considering carbon trading mechanism. Secondly, bi-directional long short-term memory is used to predict the travel data of electric vehicles, and a schedulable capacity model for electric vehicle cluster as shared energy storage was established. Then, an energy trading optimization model based on leader-follower game was constructed for integrated energy system operator and user coalition, and an improved Shapley value is adopted to realize cost allocation within user coalition. Finally, based on the demonstration project of Sino-Singapore Tianjin Eco-City is selected as the research object to make example analysis. The calculation results show this paper can achieve a reasonable benefit allocation among multiple participants, reduce carbon emissions of integrated energy system, and increase renewable energy accommodation capacity. The relevant achievements are a preliminary exploration for an effective mode of sharing economy in integrated energy system.

Suggested Citation

  • Liu, Xiaoou, 2024. "Low-carbon scheduling research of integrated energy system based on Stackelberg game under sharing mode," Energy, Elsevier, vol. 303(C).
    • Handle: RePEc:eee:energy:v:303:y:2024:i:c:s0360544224017018
    DOI: 10.1016/j.energy.2024.131928
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544224017018
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2024.131928?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Masrur, Hasan & Khaloie, Hooman & Al-Awami, Ali T. & Ferik, Sami El & Senjyu, Tomonobu, 2024. "Cost-aware modeling and operation of interconnected multi-energy microgrids considering environmental and resilience impact," Applied Energy, Elsevier, vol. 356(C).
    2. Weiqiang Qiu & Sheng Zhou & Yang Yang & Xiaoying Lv & Ting Lv & Yuge Chen & Ying Huang & Kunming Zhang & Hongfei Yu & Yunchu Wang & Yuanqian Ma & Zhenzhi Lin, 2023. "Application Prospect, Development Status and Key Technologies of Shared Energy Storage toward Renewable Energy Accommodation Scenario in the Context of China," Energies, MDPI, vol. 16(2), pages 1-21, January.
    3. Chen, Yujia & Pei, Wei & Ma, Tengfei & Xiao, Hao, 2023. "Asymmetric Nash bargaining model for peer-to-peer energy transactions combined with shared energy storage," Energy, Elsevier, vol. 278(PB).
    4. Khaloie, Hooman & Anvari-Moghaddam, Amjad & Contreras, Javier & Siano, Pierluigi, 2021. "Risk-involved optimal operating strategy of a hybrid power generation company: A mixed interval-CVaR model," Energy, Elsevier, vol. 232(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kangli Xiang & Jinyu Chen & Li Yang & Jianfa Wu & Pengjia Shi, 2024. "Equilibrium Interaction Strategies for Integrated Energy System Incorporating Demand-Side Management Based on Stackelberg Game Approach," Energies, MDPI, vol. 17(14), pages 1-24, July.
    2. Yang, Shangrong & Yan, Rujing & Zhang, Jing & Wang, Jiangjiang & Bai, Zhang & He, Yu & Hu, Keling & Ao, Xuan, 2025. "Nested long-short-term temporal compression optimization for high-renewable integrated energy systems with hydrogen storage and heat recovery," Energy, Elsevier, vol. 333(C).
    3. Shi, Shaobo & Ji, Yuehui & Zhu, Lewei & Liu, Junjie & Gao, Xiang & Chen, Hao & Gao, Qiang, 2025. "Interactive optimization of electric vehicles and park integrated energy system driven by low carbon: An incentive mechanism based on Stackelberg game," Energy, Elsevier, vol. 318(C).
    4. Hu, Jinxue & Duan, Pengfei & Cao, Xiaodong & Xue, Qingwen & Zhao, Bingxu & Zhao, Xiaoyu & Yuan, Xiaoyang & Zhang, Chenyang, 2025. "A multi-energy load forecasting method based on the Mixture-of-Experts model and dynamic multilevel attention mechanism," Energy, Elsevier, vol. 324(C).
    5. Félix González & Paul Arévalo & Luis Ramirez, 2025. "Game Theory and Robust Predictive Control for Peer-to-Peer Energy Management: A Pathway to a Low-Carbon Economy," Sustainability, MDPI, vol. 17(5), pages 1-23, February.
    6. Lin, Wen-Ting & Guo, Qitao & Jia, Tao & Li, Chaojie & Zhou, Xiaojun & Li, Jueyou & Ming, Tingzhen, 2026. "Hydrogen–energy–carbon coupled pricing for integrated energy systems: Stackelberg game and robust demand response under renewable uncertainty," Renewable Energy, Elsevier, vol. 260(C).
    7. Liang, Yunyang & Pu, Yang & Yu, Mengmeng & Li, Yi-Chang & Jiang, Min & Cui, Lijie & Xiong, Xiaoqin & Jin, Zhong, 2025. "A dual carbon reward mechanism for electric vehicle charging scheduling based on multi-level Stackelberg game," Energy, Elsevier, vol. 337(C).
    8. Liu, Jicheng & Song, Yanan & Xue, Xiaojun & Duan, Bingfan & Hadi, Dhaif Allah, 2025. "Value evaluation model study on shared energy storage adapted to the needs of new power system," Energy, Elsevier, vol. 330(C).
    9. He, Junqiang & Zhao, Haiyan & Yin, Jingyuan & Shi, Changli, 2026. "A hierarchical game-based price-demand-energy hub operation coordinated optimization strategy for near-carbon-neutral hydrogen industrial parks," Renewable Energy, Elsevier, vol. 258(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ren, Xin-Yu & Wang, Zhi-Hua & Li, Ming-Chen & Li, Ling-Ling, 2025. "Optimization and performance analysis of integrated energy systems considering hybrid electro-thermal energy storage," Energy, Elsevier, vol. 314(C).
    2. Cui, Shiting & Zhu, Ruijin & Wu, Jun, 2024. "A double layer energy cooperation framework for prosumer groups in high altitude areas," Renewable Energy, Elsevier, vol. 224(C).
    3. Wu, Tianyu & Han, Fengwu & Zhao, Yunlong & Yu, Zishuo, 2025. "A decarbonization-oriented and uncertainty-aware energy management strategy for multi-district integrated energy systems with fair peer-to-peer trading," Energy, Elsevier, vol. 323(C).
    4. Feng, Jie & Ran, Lun & Wang, Zhiyuan & Zhang, Mengling, 2024. "Optimal energy scheduling of virtual power plant integrating electric vehicles and energy storage systems under uncertainty," Energy, Elsevier, vol. 309(C).
    5. Cai, Pengcheng & Mi, Yang & Ma, Siyuan & Li, Hongzhong & Li, Dongdong & Wang, Peng, 2023. "Hierarchical game for integrated energy system and electricity-hydrogen hybrid charging station under distributionally robust optimization," Energy, Elsevier, vol. 283(C).
    6. Buscemi, Alessandro & Guarino, Stefania & Biondi, Alessandro & Beccali, Marco & Lo Brano, Valerio, 2025. "Design optimization of road thermal collectors: A numerical and experimental study in the Mediterranean," Energy, Elsevier, vol. 333(C).
    7. Gao, Qingchen & Bao, Zhiming & Li, Weizhuo & Gong, Zhichao & Fan, Linhao & Jiao, Kui, 2024. "Performance analysis and gradient-porosity electrode design of vanadium redox flow batteries based on CFD simulations under open-source environment," Energy, Elsevier, vol. 289(C).
    8. Azimian, Mahdi & Shen, Xinwei & Gharehpetian, Gevork B., 2025. "Robust scenario-based stochastic expansion planning of multi-carrier microgrids considering incentive-based loans," Applied Energy, Elsevier, vol. 401(PA).
    9. Shen, Haoning & Ding, Tao & Mu, Chenggang & Jia, Wenhao & Yuan, Yi & Xue, Yixun & Ge, Huaichang & Chang, Xinyue & Li, Fangxing, 2025. "Interval carbon emission flow model and bi-level branch-and-bound algorithm for power systems considering renewable energy uncertainty," Energy, Elsevier, vol. 333(C).
    10. Song, Xiaoling & Wu, Han & Zhang, Huqing & Guo, Jianxin & Zhang, Zhe & Peña-Mora, Feniosky, 2025. "Can retail electricity pricing promote microgrid operators to leverage shared energy storage services among internal aggregators?," Energy, Elsevier, vol. 314(C).
    11. Gao, Jinling & Maalla, Allam & Li, Xuetao & Zhou, Xiao & Lian, Kong, 2024. "Comprehensive model for efficient microgrid operation: Addressing uncertainties and economic considerations," Energy, Elsevier, vol. 306(C).
    12. Gonzalez-Reina, Antonio Enrique & Garcia-Torres, Felix & Girona-Garcia, Victor & Sanchez-Sanchez-de-Puerta, Alvaro & Jimenez-Romero, F.J. & Jimenez-Hornero, Jorge E., 2024. "Cooperative model predictive control for avoiding critical instants of energy resilience in networked microgrids," Applied Energy, Elsevier, vol. 369(C).
    13. Zeljković, Čedomir & Mršić, Predrag & Erceg, Bojan & Lekić, Đorđe & Kitić, Nemanja & Matić, Petar, 2022. "Optimal sizing of photovoltaic-wind-diesel-battery power supply for mobile telephony base stations," Energy, Elsevier, vol. 242(C).
    14. Fuyi Zou & Hui He & Xiang Liao & Ke Liu & Shuo Ouyang & Li Mo & Wei Huang, 2025. "Consider Demand Response and Power-Sharing Source-Storage-Load Three-Level Game Models," Sustainability, MDPI, vol. 17(10), pages 1-25, May.
    15. Lou, Chengwei & Jin, Zekai & Zhou, Yue & Tang, Wei & Zhang, Lu & Yang, Jin, 2025. "Privacy-protected P2P electricity and carbon emission trading markets based on distributionally robust proximal atomic coordination algorithm," Applied Energy, Elsevier, vol. 384(C).
    16. Wang, Yifeng & Jiang, Aihua & Wang, Rui & Tian, Junyang, 2024. "A canonical coalitional game model incorporating motivational psychology analysis for incentivizing stable direct energy trading in smart grid," Energy, Elsevier, vol. 289(C).
    17. Hu, Junjie & Wang, Yudong & Dong, Lei, 2024. "Low carbon-oriented planning of shared energy storage station for multiple integrated energy systems considering energy-carbon flow and carbon emission reduction," Energy, Elsevier, vol. 290(C).
    18. Zhang, Wenbei & Luckert, Marty & Qiu, Feng, 2023. "Asymmetric price transmission and impulse responses from U.S. crude oil to jet fuel and diesel markets," Energy, Elsevier, vol. 283(C).
    19. Qin, Tianxi & Zhang, Qian & Su, Xin & Tan, Xingchen & Jin, Hui & Ye, Wentao & Zhao, Bin, 2026. "A Review and Prospects of Research on Coordinated Optimization Operation of Energy Stations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 229(C).
    20. Swetha Rani Kasimalla & Kuchan Park & Aydin Zaboli & Younggi Hong & Seong Lok Choi & Junho Hong, 2024. "An Evaluation of Sustainable Power System Resilience in the Face of Severe Weather Conditions and Climate Changes: A Comprehensive Review of Current Advances," Sustainability, MDPI, vol. 16(7), pages 1-23, April.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:303:y:2024:i:c:s0360544224017018. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.