IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v228y2024ics0960148124006657.html

Multi-timescale optimization of integrated energy system with diversified utilization of hydrogen energy under the coupling of green certificate and carbon trading

Author

Listed:
  • Wang, L.L.
  • Xian, R.C.
  • Jiao, P.H.
  • Chen, J.J.
  • Chen, Y.
  • Liu, H.G.

Abstract

Promoting renewable energy and developing low-carbon integrated energy systems are noteworthy in the energy sector. However, in existing works on the integrated energy system, the coupling of green certificate and carbon trading mechanism under diversified utilization of hydrogen energy has not been fully considered to provide an incentive effect for uncertain renewable energy resources. Based on these considerations, a multi-timescale optimization of an integrated energy system with diversified utilization of hydrogen energy is studied under the coupling of green certificate and carbon trading mechanism. First, the coupled interaction mechanism of green certificate trading-stepped carbon trading is proposed by linking stepped carbon trading to green certificate trading through green certificates. Furthermore, the establishment of the diversified utilization unit of hydrogen energy addresses carbon emissions from the perspective of energy application and offers fresh concepts for a low-carbon economy. Then, an optimized scheduling model for multiple time scales of day-ahead/intraday/real-time is developed to reduce the impact of renewable energy prediction errors on system operation. Results acquired from case studies demonstrate the effectiveness in terms of achieving economic and low carbon. The accommodation level of renewable energy with a coupling mechanism improves by 3.08% compared to that without considering coupling. In addition, the diversified utilization of the hydrogen energy model enables the reduction in total cost and carbon emission by 5.14% and 2.4927 tonnes in comparison to the traditional power-to-gas mode.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:renene:v:228:y:2024:i:c:s0960148124006657
    DOI: 10.1016/j.renene.2024.120597
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124006657
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2024.120597?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. Liu, W. & Wu, J.K. & Yu, M. & Zhang, X.J. & Wang, T. & Fang, M.X. & Jiang, L., 2024. "Thermodynamic analysis of adsorption carbon capture from limiting cycle to heat pump assisted cycle," Energy, Elsevier, vol. 291(C).
    2. Zhao, Naixin & Gu, Wenbo & Zheng, Zipeng & Ma, Tao, 2023. "Multi-objective bi-level planning of the integrated energy system considering uncertain user loads and carbon emission during the equipment manufacturing process," Renewable Energy, Elsevier, vol. 216(C).
    3. Gao, Chong & Lin, Junjie & Zeng, Jianfeng & Han, Fengwu, 2022. "Wind-photovoltaic co-generation prediction and energy scheduling of low-carbon complex regional integrated energy system with hydrogen industry chain based on copula-MILP," Applied Energy, Elsevier, vol. 328(C).
    4. 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).
    5. Yan, Rujing & Wang, Jiangjiang & Huo, Shuojie & Qin, Yanbo & Zhang, Jing & Tang, Saiqiu & Wang, Yuwei & Liu, Yan & Zhou, Lin, 2023. "Flexibility improvement and stochastic multi-scenario hybrid optimization for an integrated energy system with high-proportion renewable energy," Energy, Elsevier, vol. 263(PB).
    6. Yan, Sizhe & Wang, Weiqing & Li, Xiaozhu & Lv, Haipeng & Fan, Tianyuan & Aikepaer, Sumaiya, 2023. "Stochastic optimal scheduling strategy of cross-regional carbon emissions trading and green certificate trading market based on Stackelberg game," Renewable Energy, Elsevier, vol. 219(P1).
    7. Sharafi, Masoud & ELMekkawy, Tarek Y., 2014. "Multi-objective optimal design of hybrid renewable energy systems using PSO-simulation based approach," Renewable Energy, Elsevier, vol. 68(C), pages 67-79.
    8. Zeng, Lijun & Wang, Jiafeng & Zhao, Laijun, 2022. "An inter-provincial tradable green certificate futures trading model under renewable portfolio standard policy," Energy, Elsevier, vol. 257(C).
    9. Alabi, Tobi Michael & Lawrence, Nathan P. & Lu, Lin & Yang, Zaiyue & Bhushan Gopaluni, R., 2023. "Automated deep reinforcement learning for real-time scheduling strategy of multi-energy system integrated with post-carbon and direct-air carbon captured system," Applied Energy, Elsevier, vol. 333(C).
    10. Yang, Xiaohui & Zhang, Zhonglian & Mei, Linghao & Wang, Xiaopeng & Deng, Yeheng & Wei, Shi & Liu, Xiaoping, 2023. "Optimal configuration of improved integrated energy system based on stepped carbon penalty response and improved power to gas," Energy, Elsevier, vol. 263(PD).
    11. Chen, Maozhi & Lu, Hao & Chang, Xiqiang & Liao, Haiyan, 2023. "An optimization on an integrated energy system of combined heat and power, carbon capture system and power to gas by considering flexible load," Energy, Elsevier, vol. 273(C).
    12. Wang, Liying & Lin, Jialin & Dong, Houqi & Wang, Yuqing & Zeng, Ming, 2023. "Demand response comprehensive incentive mechanism-based multi-time scale optimization scheduling for park integrated energy system," Energy, Elsevier, vol. 270(C).
    13. Li, Peng & Wang, Zixuan & Wang, Jiahao & Guo, Tianyu & Yin, Yunxing, 2021. "A multi-time-space scale optimal operation strategy for a distributed integrated energy system," Applied Energy, Elsevier, vol. 289(C).
    14. La Guardia, Marcello & D'Ippolito, Filippo & Cellura, Maurizio, 2022. "A GIS-based optimization model finalized to the localization of new power-to-gas plants: The case study of Sicily (Italy)," Renewable Energy, Elsevier, vol. 197(C), pages 828-835.
    15. Han, Fengwu & Zeng, Jianfeng & Lin, Junjie & Gao, Chong & Ma, Zeyang, 2023. "A novel two-layer nested optimization method for a zero-carbon island integrated energy system, incorporating tidal current power generation," Renewable Energy, Elsevier, vol. 218(C).
    16. Ye, Jianan & Xie, Min & Zhang, Shiping & Huang, Ying & Liu, Mingbo & Wang, Qiong, 2023. "Stochastic optimal scheduling of electricity–hydrogen enriched compressed natural gas urban integrated energy system," Renewable Energy, Elsevier, vol. 211(C), pages 1024-1044.
    17. Wu, Long & Yin, Xunyuan & Pan, Lei & Liu, Jinfeng, 2022. "Economic model predictive control of integrated energy systems: A multi-time-scale framework," Applied Energy, Elsevier, vol. 328(C).
    18. Fang, Xiaolun & Dong, Wei & Wang, Yubin & Yang, Qiang, 2024. "Multi-stage and multi-timescale optimal energy management for hydrogen-based integrated energy systems," Energy, Elsevier, vol. 286(C).
    19. Zhou, Dengji & Yan, Siyun & Huang, Dawen & Shao, Tiemin & Xiao, Wang & Hao, Jiarui & Wang, Chen & Yu, Tianqi, 2022. "Modeling and simulation of the hydrogen blended gas-electricity integrated energy system and influence analysis of hydrogen blending modes," Energy, Elsevier, vol. 239(PA).
    20. Chen, Xianqing & Dong, Wei & Yang, Lingfang & Yang, Qiang, 2023. "Scenario-based robust capacity planning of regional integrated energy systems considering carbon emissions," Renewable Energy, Elsevier, vol. 207(C), pages 359-375.
    21. Yao, Leyi & Liu, Zeyuan & Chang, Weiguang & Yang, Qiang, 2023. "Multi-level model predictive control based multi-objective optimal energy management of integrated energy systems considering uncertainty," Renewable Energy, Elsevier, vol. 212(C), pages 523-537.
    22. Gao, Jianwei & Meng, Qichen & Liu, Jiangtao & Wang, Ziying, 2024. "Thermoelectric optimization of integrated energy system considering wind-photovoltaic uncertainty, two-stage power-to-gas and ladder-type carbon trading," Renewable Energy, Elsevier, vol. 221(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. Wu, Qunli & Li, Chunxiang, 2024. "A bi-level optimization framework for the power-side virtual power plant participating in day-ahead wholesale market as a price-maker considering uncertainty," Energy, Elsevier, vol. 304(C).
    2. Liu, Zhi-Feng & Liu, You-Yuan & Jia, Hong-Jie & Jin, Xiao-Long & Liu, Tong-Hui & Wu, Yu-Ze, 2025. "Bi-level energy co-optimization of regional integrated energy system with electric vehicle to generalized-energy conversion framework and flexible hydrogen-blended gas strategy," Applied Energy, Elsevier, vol. 390(C).
    3. 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).
    4. Zou, Wei & He, Xing & Zhao, You, 2025. "Hierarchical optimal scheduling of electricity-hydrogen integrated energy systems via collective neurodynamic optimization," Applied Energy, Elsevier, vol. 398(C).
    5. Tan, Mao & Jiang, Hongwei & Kuang, Yi & Li, Kang & Wang, Rui & Li, Zibin, 2025. "Electricity–carbon dual response for energy-intensive enterprise: A co-optimization approach," Renewable Energy, Elsevier, vol. 251(C).
    6. Li, Miao & Ming, Pingwen & Jiao, Hongyu & Huo, Ran, 2025. "Economic evaluation and feasibility design of an electricity-hydrogen market with hydrogen-based system: Mathematical model and techno-economic analysis," Renewable Energy, Elsevier, vol. 252(C).
    7. Xiaozhi Gao & Han Xiao & Shiwei Xu & Hsiung-Cheng Lin & Pengyu Chang, 2024. "What Is the Optimal Solution for Scheduling Multiple Energy Systems? Overview and Analysis of Integrated Energy Co-Dispatch Models," Energies, MDPI, vol. 17(18), pages 1-25, September.
    8. Calise, Francesco & Cappiello, Francesco Liberato & Cimmino, Luca & Cutolo, Laura & Vicidomini, Maria, 2025. "Thermoeconomic Comparison of Alkaline, Solid Oxide and Anion Exchange Membrane Electrolyzers for Power-to-Gas Applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 224(C).
    9. Su, Xin & Zhang, Qian & Fu, Zhong & Wu, Jiaqi & Qin, Tianxi & Li, Chunyan & Huang, Shengwei & Bi, Kefan, 2025. "The coordinated multi-energy trading framework for integrated energy systems considering electricity-hydrogen trading and carbon emission flow," Energy, Elsevier, vol. 339(C).
    10. Alotaibi, Abdullah M. & Muayqil, Elaf & Al Abass, Nawal & Alhajji, Mohammed A. & Bubshait, Almidqdad A. & Alhazmi, Nahla E. & Almuqhim, Anas A., 2024. "Surface engineering of CuO-Cu2O heterojunction thin films for improved photoelectrochemical water splitting," Renewable Energy, Elsevier, vol. 235(C).
    11. Wu, Yanjuan & Jin, Pengfei & Li, Qing, 2025. "Research on regulation strategy of integrated energy system based on game theory and divide-and-conquer algorithm," Energy, Elsevier, vol. 319(C).
    12. Guo, Yi & Tang, Yuming & Wang, Lingzi & Wang, Yuli & Peng, Xueyuan, 2024. "Optimal design of operating frequency for the ionic liquid compressor applied in hydrogen storage," Renewable Energy, Elsevier, vol. 237(PB).
    13. Ren, Lina & Zhang, Kunpeng & Mehran, Kamyar & Ma, Kai, 2025. "Low-carbon economic dispatch of a hydrogen-based integrated energy system considering the coordinated operation of CHP-ORC-CSP and P2G-CCS," Energy, Elsevier, vol. 340(C).
    14. Xianpin Zhu & Weibo Li & Shuai Cao & Wei Xu, 2025. "Practical Application of Complementary Regulation Strategy of Run-of-River Small Hydropower and Distributed Photovoltaic Based on Multi-Scale Copula-MPC Algorithm," Energies, MDPI, vol. 18(14), pages 1-42, July.
    15. Ren, Peng & Dong, Yingchao & Zhang, Hongli & Wang, Jin & Fan, Xiaochao, 2025. "A unified robust planning framework for hydrogen energy multi-scale regulation of integrated energy system," Energy, Elsevier, vol. 314(C).
    16. Song, Xiaoling & Wu, Han & Zhang, Jiale & Zhao, Chuandang & Peña-Mora, Feniosky, 2025. "Optimal operation of shared energy storage-assisted wind–solar–thermal power generation systems under the electricity-carbon markets," Energy, Elsevier, vol. 330(C).
    17. Chen, Haipeng & Song, Jianzhao & Li, Zhiwei & Shui, Siyuan, 2025. "Distributionally robust electricity-carbon collaborative scheduling of integrated energy systems based on refined joint model of heating networks and buildings," Renewable Energy, Elsevier, vol. 251(C).
    18. Wang, Xuejie & Zhao, Mingrui & Siqin, Zhuoya & Zhao, Huiru & Li, Mingxia, 2025. "System scheduling of the zero-carbon hydrogen-based industrial park via cGAN-distributionally robust optimization: A case study in ordos, China," Energy, Elsevier, vol. 336(C).
    19. Sun, Chongzheng & Liu, Yuxiang & Wang, Yiran & Li, Yuxing & Wang, Kun & Yang, Xin, 2026. "Study on the floating pressurized liquefied CH4-H2 Unit applied in offshore renewable P2G storage and transportation system," Renewable Energy, Elsevier, vol. 256(PB).
    20. Wang, Mengxue & Zhao, Haoran & Liu, Chunyang & Ma, Dazhong & Jiang, Yibao & Yang, Futao, 2025. "Refined multi-time scale optimal scheduling of dynamic integrated energy system based on superposition of energy flow response," Applied Energy, Elsevier, vol. 380(C).
    21. Gao, Chong & Zhang, Ran & Tan, Qinliang & Lin, Siying & Jin, Yao & Gao, Jianwei, 2025. "Optimal scheduling of regional multi-energy systems considering low-carbon co-firing strategy and carbon-green certificate equivalence conversion mechanism based on Dynamic-Free Newton-Raphson-based optimizer," Energy, Elsevier, vol. 330(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. Zhang, Xiaofeng & Liu, Yuting & Zhan, Yu & Yan, Renshi & Mei, Jin & Fu, Ang & Jiao, Fan & Zeng, Rong, 2024. "Multi-scenario optimization and performance evaluation of integrated energy system considering co-scheduling of EVs and stationary energy storage," Renewable Energy, Elsevier, vol. 237(PD).
    2. Ren, Lina & Zhang, Kunpeng & Mehran, Kamyar & Ma, Kai, 2025. "Low-carbon economic dispatch of a hydrogen-based integrated energy system considering the coordinated operation of CHP-ORC-CSP and P2G-CCS," Energy, Elsevier, vol. 340(C).
    3. Zhu, Xiaoxun & Hu, Ming & Xue, Jinfei & Li, Yuxuan & Han, Zhonghe & Gao, Xiaoxia & Wang, Yu & Bao, Linlin, 2024. "Research on multi-time scale integrated energy scheduling optimization considering carbon constraints," Energy, Elsevier, vol. 302(C).
    4. Han, Fengwu & Zeng, Jianfeng & Lin, Junjie & Zhao, Yunlong & Gao, Chong, 2023. "A stochastic hierarchical optimization and revenue allocation approach for multi-regional integrated energy systems based on cooperative games," Applied Energy, Elsevier, vol. 350(C).
    5. Liu, Zhi-Feng & Luo, Xing-Fu & Hou, Xiao-Xin & Yu, Jia-Li & Li, Ji-Xiang, 2025. "Generalized energy pool-driven regional integrated energy system dispatch considering multi-time scale synergy carbon-storage game," Renewable and Sustainable Energy Reviews, Elsevier, vol. 217(C).
    6. Zhang, Xiaofeng & Zhan, Yu & Zhao, Tingbo & Mei, Jin & Jiao, Fan & Zeng, Rong & Sun, Xiaoqin & Wang, Meng, 2024. "Three-stage optimization of integrated energy system considering source/load uncertainties and orderly charging of NEVs," Energy, Elsevier, vol. 313(C).
    7. Fan, Guozhu & Peng, Chunhua & Wang, Xuekui & Wu, Peng & Yang, Yifan & Sun, Huijuan, 2024. "Optimal scheduling of integrated energy system considering renewable energy uncertainties based on distributionally robust adaptive MPC," Renewable Energy, Elsevier, vol. 226(C).
    8. Hua, Lin & Junjie, Xia & Xiang, Gao & Lei, Zheng & Dengwei, Jing & Zhang, Xiongwen & Liejin, Guo, 2024. "Scenario-based stochastic optimization on the variability of solar and wind for component sizing of integrated energy systems," Renewable Energy, Elsevier, vol. 237(PA).
    9. Li, Fei & Wang, Dong & Guo, Hengdao & Zhang, Jianhua, 2024. "Distributionally Robust Optimization for integrated energy system accounting for refinement utilization of hydrogen and ladder-type carbon trading mechanism," Applied Energy, Elsevier, vol. 367(C).
    10. Yang, Ting & Wang, Qiancheng & Wang, Xudong & Wang, Lin & Geng, Yinan, 2025. "Low-carbon economic distributed dispatch for district-level integrated energy system considering privacy protection and demand response," Applied Energy, Elsevier, vol. 383(C).
    11. Ma, Lan & Xie, Lirong & Ye, Jiahao & Bian, Yifan, 2024. "Two-stage dispatching strategy for park-level integrated energy systems based on a master-slave-cooperative hybrid game model," Renewable Energy, Elsevier, vol. 232(C).
    12. Li, Yuxuan & Zhang, Junli & Wu, Xiao & Shen, Jiong & Maréchal, François, 2023. "Stochastic-robust planning optimization method based on tracking-economy extreme scenario tradeoff for CCHP multi-energy system," Energy, Elsevier, vol. 283(C).
    13. Wang, L.L. & Xian, R.C. & Jiao, P.H. & Liu, X.H. & Xing, Y.W. & Wang, W., 2024. "Cooperative operation of industrial/commercial/residential integrated energy system with hydrogen energy based on Nash bargaining theory," Energy, Elsevier, vol. 288(C).
    14. Wu, Long & Yin, Xunyuan & Pan, Lei & Liu, Jinfeng, 2025. "Smart energy management: Process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems," Applied Energy, Elsevier, vol. 380(C).
    15. Lin, Xueru & Li, Jing & Zhong, Wei & Lin, Xiaojie & Zhang, Hong & Wei, Wei, 2025. "Cross-scale coordinated optimization method for electricity-thermal-hydrogen systems in chemical industrial parks based on long-term and short-term flexibility margin evaluation," Energy, Elsevier, vol. 340(C).
    16. Lili Liu & Tiantian Feng & Cheng Zhong & Mingli Cui & Haoran Wang, 2025. "Synergy pathway innovation of carbon emission trading, tradable green certificate and green power trading policies: achieving China’s dual carbon goals," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-28, December.
    17. Gao, Xianhui & Wang, Sheng & Sun, Ying & Zhai, Junyi & Chen, Nan & Zhang, Xiao-Ping, 2024. "Low-carbon energy scheduling for integrated energy systems considering offshore wind power hydrogen production and dynamic hydrogen doping strategy," Applied Energy, Elsevier, vol. 376(PA).
    18. Ma, Changwei & Dong, Wei & Shi, Yongtao & Zhang, Fan & Yang, Qiang, 2025. "A fuzzy logic dispatching method based on model predictive control for adaptively addressing uncertain operation scenarios in multi-energy systems," Energy, Elsevier, vol. 322(C).
    19. Wu, Xiao & Yang, Lihua & Zheng, Bingle, 2024. "Joint capacity configuration and demand response optimization of integrated energy system considering economic and dynamic control performance," Energy, Elsevier, vol. 301(C).
    20. 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).

    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:renene:v:228:y:2024:i:c:s0960148124006657. 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/renewable-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.