IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v320y2025ics0360544225008886.html

Study on energy resource-project mode-load demand chain flexibility adaptation of park-level integrated energy systems

Author

Listed:
  • Zhao, Zhenyu
  • Xu, Hanting
  • Bao, Geriletu

Abstract

Applying high-proportion renewable energy impacts the balance and stability of the park's existing energy system. Park-level energy systems have problems such as energy resource-load demand mismatch and insufficient support capacity of energy system elements. This study proposes the energy resource-project mode-load demand chain and flexibility adaptation issue of park-level integrated energy systems to analyze the chain-type relationships and adaptation among critical functional elements of park-level integrated energy projects. The chain-end flexibility assessment model, chain-link coupling coordination model, and chain flexibility adaptation model are developed and applied to three different types of case parks. The results show that Park I and II have better chain-end flexibility and chain-link coupling coordination than Park III. The flexibility adaptation of the three parks is 0.33 (good adaptation), 0.08 (optimal adaptation), and 0.77 (non-adaptation). The adaptation adjustment analysis indicates that the collaborative optimization of flexibility at each chain end is the primary approach for adjusting the chain adaptation. This study provides a systematic approach for analyzing adaptation and identifying mismatches of park-level integrated energy systems. It offers approach support and strategic insights for park-level system planning, construction, and updating and promotes park-level integrated energy development.

Suggested Citation

  • Zhao, Zhenyu & Xu, Hanting & Bao, Geriletu, 2025. "Study on energy resource-project mode-load demand chain flexibility adaptation of park-level integrated energy systems," Energy, Elsevier, vol. 320(C).
  • Handle: RePEc:eee:energy:v:320:y:2025:i:c:s0360544225008886
    DOI: 10.1016/j.energy.2025.135246
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544225008886
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2025.135246?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. Wang, Yuwei & Shi, Lin & Song, Minghao & Jia, Mengyao & Li, Bingkang, 2024. "Evaluating the energy-exergy-economy-environment performance of the biomass-photovoltaic-hydrogen integrated energy system based on hybrid multi-criterion decision-making model," Renewable Energy, Elsevier, vol. 224(C).
    2. Mu, Yunfei & Wang, Congshan & Cao, Yan & Jia, Hongjie & Zhang, Qingzhu & Yu, Xiaodan, 2022. "A CVaR-based risk assessment method for park-level integrated energy system considering the uncertainties and correlation of energy prices," Energy, Elsevier, vol. 247(C).
    3. Xi, Yufei & Fang, Jiakun & Chen, Zhe & Zeng, Qing & Lund, Henrik, 2021. "Optimal coordination of flexible resources in the gas-heat-electricity integrated energy system," Energy, Elsevier, vol. 223(C).
    4. Barber, Kyle A. & Krarti, Moncef, 2022. "A review of optimization based tools for design and control of building energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    5. Yang, Shenbo & Tan, Zhongfu & Lin, Hongyu & Li, Peng & De, Gejirifu & Zhou, Feng’ao & Ju, Liwei, 2020. "A two-stage optimization model for Park Integrated Energy System operation and benefit allocation considering the effect of Time-Of-Use energy price," Energy, Elsevier, vol. 195(C).
    6. Hu, Rong & Zhou, Kaile & Yin, Hui, 2024. "Reinforcement learning model for incentive-based integrated demand response considering demand-side coupling," Energy, Elsevier, vol. 308(C).
    7. Li, Ke & Yang, Rui & He, Xuanfang, 2024. "Realizing low-carbon development of industrial parks in China: Model construction and its application," Energy, Elsevier, vol. 301(C).
    8. Hang Liu & Shilin Nie, 2019. "Low Carbon Scheduling Optimization of Flexible Integrated Energy System Considering CVaR and Energy Efficiency," Sustainability, MDPI, vol. 11(19), pages 1-27, September.
    9. Wang, Yongli & Li, Ruiwen & Dong, Huanran & Ma, Yuze & Yang, Jiale & Zhang, Fuwei & Zhu, Jinrong & Li, Shuqing, 2019. "Capacity planning and optimization of business park-level integrated energy system based on investment constraints," Energy, Elsevier, vol. 189(C).
    10. Wu, Wencong & Du, Yuji & Qian, Huijin & Fan, Haibin & Jiang, Zhu & Huang, Shifang & Zhang, Xiaosong, 2024. "Industrial Park low-carbon energy system planning framework: Heat pump based energy conjugation between industry and buildings," Applied Energy, Elsevier, vol. 369(C).
    11. Guan, Hongwei & Zhang, Limei & Jia, Yuchen & Liu, Yongfu & Bai, Muke, 2024. "Investigation on survivability of the entity investing in integrated energy system service under contract for difference," Renewable Energy, Elsevier, vol. 223(C).
    12. Wang, Yongzhen & Zhang, Lanlan & Song, Yi & Han, Kai & Zhang, Yan & Zhu, Yilin & Kang, Ligai, 2024. "State-of-the-art review on evaluation indicators of integrated intelligent energy from different perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    13. Yi, Liqi & Li, Tao & Zhang, Ting, 2021. "Optimal investment selection of regional integrated energy system under multiple strategic objectives portfolio," Energy, Elsevier, vol. 218(C).
    14. Lu, Qing & Liu, Minzhe, 2024. "A multi-criteria compromise ranking decision-making approach for analysis and evaluation of community-integrated energy service system," Energy, Elsevier, vol. 306(C).
    15. Xianan Jiao & Jiekang Wu & Yunshou Mao & Weiming Luo & Mengxuan Yan, 2023. "An Optimal Method of Energy Management for Regional Energy System with a Shared Energy Storage," Energies, MDPI, vol. 16(2), pages 1-21, January.
    16. Ma, Yuze & Zhang, Ting & Deng, Lu & Song, Zhicheng & Li, Tao, 2024. "Research on investment selection of park-level integrated energy system considering electricity-heat-cooling-storage based on matter element extension," Energy, Elsevier, vol. 304(C).
    17. Ma, Teng & Li, Ming-Jia & Fan, Chang-Hao & Dong, Hong-Sheng, 2024. "A novel real-time dynamic performance evaluation and capacity configuration optimization method of generation-storage-load for integrated energy system," Applied Energy, Elsevier, vol. 374(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. Li, Wenzhuo & Li, Donghe & Hou, Shuo & Xi, Huan & Xiao, Yu & Yang, Qingyu, 2026. "Dual-scale optimization of integrated energy systems: a novel MAPPO-based approach for hybrid game equilibrium," Applied Energy, Elsevier, vol. 409(C).
    2. Zhao, Zhenyu & Xu, Hanting & Bao, Geriletu, 2025. "Two-stage clustering-focusing measurement modeling for national new energy market development level: An empirical analysis of 81 economies," Energy, Elsevier, vol. 340(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. 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).
    2. Yang, Xiaohui & Wang, Xiaopeng & Deng, Yeheng & Mei, Linghao & Deng, Fuwei & Zhang, Zhonglian, 2023. "Integrated energy system scheduling model based on non-complete interval multi-objective fuzzy optimization," Renewable Energy, Elsevier, vol. 218(C).
    3. Tian, Ying & Wu, Jiang & Xu, Zhanbo & Guan, Xiaohong, 2025. "Integrated modeling and dynamic evaluation indicator system of urban energy systems towards a sustainable, low-carbon pathway," Energy, Elsevier, vol. 319(C).
    4. Jiajia Li & Jinfu Liu & Peigang Yan & Xingshuo Li & Guowen Zhou & Daren Yu, 2021. "Operation Optimization of Integrated Energy System under a Renewable Energy Dominated Future Scene Considering Both Independence and Benefit: A Review," Energies, MDPI, vol. 14(4), pages 1-36, February.
    5. Wang, Huiyuan & Jia, Chaoyu & Jia, Hongjie & Mu, Yunfei & Xu, Xiandong & Yu, Xiaodan, 2025. "A planning method for park-level integrated energy system based on system integration theory," Applied Energy, Elsevier, vol. 388(C).
    6. Xunwen Zhao & Hailin Mu & Nan Li & Xue Kong & Xunpeng Shi, 2025. "Optimization Research on a Novel Community Integrated Energy System Based on Solar Energy Utilization and Energy Storage," Energies, MDPI, vol. 18(5), pages 1-19, February.
    7. Wu, Kang & Jiang, Mian & Huang, Yisheng & Dai, Zhong & Wang, Xiaoming & Duan, Zhixuan & Wang, Yuqing & Li, Guiqiang, 2025. "Optimization of multi-objective capacity allocation and performance analysis for integrated energy systems considering hydrogen storage," Energy, Elsevier, vol. 325(C).
    8. Silva, Ana R. & Pousinho, H.M.I. & Estanqueiro, Ana, 2022. "A multistage stochastic approach for the optimal bidding of variable renewable energy in the day-ahead, intraday and balancing markets," Energy, Elsevier, vol. 258(C).
    9. Wang, Jiakang & Qiu, Ruixian & Wang, Zhiheng & Xi, Guang, 2026. "Low carbon economic dispatch of electric-hydrogen-blended natural gas integrated energy system with multi-energy coupling and integrated demand response," Energy, Elsevier, vol. 344(C).
    10. Fambri, Gabriele & Diaz-Londono, Cesar & Mazza, Andrea & Badami, Marco & Sihvonen, Teemu & Weiss, Robert, 2022. "Techno-economic analysis of Power-to-Gas plants in a gas and electricity distribution network system with high renewable energy penetration," Applied Energy, Elsevier, vol. 312(C).
    11. Zhu, Yilin & Xu, Yujie & Chen, Haisheng & Guo, Huan & Zhang, Hualiang & Zhou, Xuezhi & Shen, Haotian, 2023. "Optimal dispatch of a novel integrated energy system combined with multi-output organic Rankine cycle and hybrid energy storage," Applied Energy, Elsevier, vol. 343(C).
    12. Herc, Luka & Pfeifer, Antun & Duić, Neven & Wang, Fei, 2022. "Economic viability of flexibility options for smart energy systems with high penetration of renewable energy," Energy, Elsevier, vol. 252(C).
    13. Bu, Zheng & Zeng, Sheng & Zhao, Xingqi, 2025. "Spatial-temporal evolution characteristics and critical factors identification of China's energy trilemma index," Energy, Elsevier, vol. 333(C).
    14. Su, Xin & Zhang, Qian & Lu, YangDong & Hao, RuiYi & Qin, TianXi & Li, ChunYan & Huang, ShengWei & Bi, KeFan, 2025. "Study on multi-energy scheduling strategy considering dynamic energy prices and low-carbon demand response," Renewable Energy, Elsevier, vol. 247(C).
    15. Yi, Liqi & Li, Tao & Zhang, Ting, 2021. "Optimal investment selection of regional integrated energy system under multiple strategic objectives portfolio," Energy, Elsevier, vol. 218(C).
    16. Lantonio, Nicole A. & Krarti, Moncef, 2022. "Simultaneous design and control optimization of smart glazed windows," Applied Energy, Elsevier, vol. 328(C).
    17. Sun, Weijia & Wang, Qi & Ye, Yujian & Tang, Yi, 2022. "Unified modelling of gas and thermal inertia for integrated energy system and its application to multitype reserve procurement," Applied Energy, Elsevier, vol. 305(C).
    18. Li, Yanbin & Hu, Weikun & Zhang, Feng & Li, Yun, 2025. "Multi-objective collaborative operation optimization of park-level integrated energy system clusters considering green power forecasting and trading," Energy, Elsevier, vol. 319(C).
    19. Ma, Xin & Li, Jiali & Zhang, Yan & Liu, Hangyu & Zhang, Xuemei & Chen, Zhiguang, 2026. "Modeling and optimal dispatch of an electric-thermal-hydrogen-methanol integrated energy system considering flexible loads under ladder-type carbon trading mechanism," Energy, Elsevier, vol. 344(C).
    20. Hou, Langbo & Tong, Xi & Chen, Heng & Fan, Lanxin & Liu, Tao & Liu, Wenyi & Liu, Tong, 2024. "Optimized scheduling of smart community energy systems considering demand response and shared energy storage," Energy, Elsevier, vol. 295(C).

    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:320:y:2025:i:c:s0360544225008886. 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.