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Operational scheduling of integrated multi-carrier energy system considering transactive microgrids energy and flexibility contributions

Author

Listed:
  • Shahcheraghi, Hadi
  • Nazar, Mehrdad Setayesh
  • Javadi, Mohammad Sadegh
  • Catalão, João P.S.

Abstract

A three-stage optimization framework is developed in this paper for optimal operation planning of an Integrated Multi-Carrier Energy System (IMCES). The model introduces the Day-Ahead (DA) and Real-Time (RT) scheduling for energy transactions, considering both Transactive MicroGrids (TMGs) and Non-Transactive MicroGrids (NTMGs). The overall impacts of both TMGs and NTMGs on the availability of energy resources, flexibility, and resiliency of IMCES have been modeled. Further, the optimal resilient scheduling of IMCES considering both energy and ancillary service procurement of TMGs is formulated. The presented method determines the optimal energy transactions of NTMGs and TMGs, TMGs and IMCES, and the DA scheduling of IMCES in the different levels of the first stage. In the second stage, the model evaluates the optimal scheduling problem for RT employing preventive actions. Finally, in the case of any contingent events, the third level will be executed utilizing RT actions at the third stage of the proposed optimization model, dealing with the corrective operational actions. Two different benchmarks, including 33 and 123 nodes, have been chosen to evaluate the performance of the TMGs and NTMGs investigated in this paper. The simulation outputs revealed that the proposed framework effectively leveraged the performance of the IMCES in both DA and RT markets; meanwhile, the cost reduction is equivalent to 20.37 % without the contribution of TMGs. Further, the model increased the RT flexibility index of IMCES by about 53.54 % concerning the DA flexibility index.

Suggested Citation

  • Shahcheraghi, Hadi & Nazar, Mehrdad Setayesh & Javadi, Mohammad Sadegh & Catalão, João P.S., 2025. "Operational scheduling of integrated multi-carrier energy system considering transactive microgrids energy and flexibility contributions," Energy, Elsevier, vol. 335(C).
  • Handle: RePEc:eee:energy:v:335:y:2025:i:c:s0360544225037223
    DOI: 10.1016/j.energy.2025.138080
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    References listed on IDEAS

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    1. Armioun, Majid & Nazar, Mehrdad Setayesh & Shafie-khah, Miadreza & Siano, Pierluigi, 2023. "Optimal scheduling of CCHP-based resilient energy distribution system considering active microgrids' multi-carrier energy transactions," Applied Energy, Elsevier, vol. 350(C).
    2. Zakernezhad, Hamid & Setayesh Nazar, Mehrdad & Shafie-khah, Miadreza & Catalão, João P.S., 2022. "Optimal scheduling of an active distribution system considering distributed energy resources, demand response aggregators and electrical energy storage," Applied Energy, Elsevier, vol. 314(C).
    3. Jiang, Tao & Dong, Xinru & Zhang, Rufeng & Li, Xue, 2023. "Strategic active and reactive power scheduling of integrated community energy systems in day-ahead distribution electricity market," Applied Energy, Elsevier, vol. 336(C).
    4. Azimi, Maryam & Salami, Abolfazl & Javadi, Mohammad S. & Catalão, João P.S., 2024. "Optimal and distributed energy management in interconnected energy hubs," Applied Energy, Elsevier, vol. 365(C).
    5. 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).
    6. Javadi, Mohammad Sadegh & Esmaeel Nezhad, Ali & Jordehi, Ahmad Rezaee & Gough, Matthew & Santos, Sérgio F. & Catalão, João P.S., 2022. "Transactive energy framework in multi-carrier energy hubs: A fully decentralized model," Energy, Elsevier, vol. 238(PB).
    7. Koltsaklis, Nikolaos E. & Knápek, Jaroslav, 2023. "Assessing flexibility options in electricity market clearing," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    8. Qin, Qiwei & Gosselin, Louis, 2024. "Community-based transactive energy market concept for 5th generation district heating and cooling through distributed optimization," Applied Energy, Elsevier, vol. 371(C).
    9. Zhou, Yuan & Wang, Jiangjiang & Dong, Fuxiang & Qin, Yanbo & Ma, Zherui & Ma, Yanpeng & Li, Jianqiang, 2021. "Novel flexibility evaluation of hybrid combined cooling, heating and power system with an improved operation strategy," Applied Energy, Elsevier, vol. 300(C).
    10. Sayfutdinov, Timur & Patsios, Charalampos & Greenwood, David & Peker, Meltem & Sarantakos, Ilias, 2022. "Optimization-based modelling and game-theoretic framework for techno-economic analysis of demand-side flexibility: A real case study," Applied Energy, Elsevier, vol. 321(C).
    11. Zamani Gargari, Milad & Tarafdar Hagh, Mehrdad & Ghassem Zadeh, Saeid, 2023. "Preventive scheduling of a multi-energy microgrid with mobile energy storage to enhance the resiliency of the system," Energy, Elsevier, vol. 263(PC).
    Full references (including those not matched with items on IDEAS)

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