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Optimization of integrated energy system considering multi-energy collaboration in carbon-free hydrogen port

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  • Zhang, Qian
  • Qi, Jingwen
  • Zhen, Lu

Abstract

Renewable energy is highly efficient, clean, and low-carbon, and it has become the key to energy transformation. The lack of renewable energy consumption capacity has become a major restriction on the development of renewable energy generation industry, and the application of hydrogen storage technology to port integrated energy systems (IES) is considered an effective solution to the problem of grid-connection of renewable energies. The application of hydrogen storage technology to improve renewable energy consumption and integrated energy use has important research significance. This paper studies optimization of the IES considering multi-energy collaboration in carbon-free hydrogen ports. Security constrained unit commitment (SCUC) is a key issue in the operation of IES. A mixed integer linear programming (MILP) model is constructed with objectives of minimizing the operating cost of energy system. Furthermore, a customized enhanced particle swarm optimization (PSO) method is designed to solve the SCUC optimization problem. Enhanced PSO can obtain satisfying solutions in large-scale instances within a short time. Extensive numerical experiments have been conducted and the results demonstrate the applicability and efficiency of enhanced PSO in solving problems.

Suggested Citation

  • Zhang, Qian & Qi, Jingwen & Zhen, Lu, 2023. "Optimization of integrated energy system considering multi-energy collaboration in carbon-free hydrogen port," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 180(C).
  • Handle: RePEc:eee:transe:v:180:y:2023:i:c:s1366554523003393
    DOI: 10.1016/j.tre.2023.103351
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    1. Zhen, Lu & Xia, Jun & Huang, Lin & Wu, Yiwei, 2020. "Bus tour-based routing and truck deployment for small-package shipping companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    2. Gong, Manlin & Hu, Yucong & Chen, Zhiwei & Li, Xiaopeng, 2021. "Transfer-based customized modular bus system design with passenger-route assignment optimization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 153(C).
    3. Anthony Papavasiliou & Shmuel S. Oren, 2013. "Multiarea Stochastic Unit Commitment for High Wind Penetration in a Transmission Constrained Network," Operations Research, INFORMS, vol. 61(3), pages 578-592, June.
    4. Li, Lei & Al Chami, Zaher & Manier, Hervé & Manier, Marie-Ange & Xue, Jian, 2021. "Incorporating fuel delivery in network design for hydrogen fueling stations: Formulation and two metaheuristic approaches," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    5. Göke, Leonard & Kendziorski, Mario & Kemfert, Claudia & Hirschhausen, Christian von, 2022. "Accounting for spatiality of renewables and storage in transmission planning," Energy Economics, Elsevier, vol. 113(C).
    6. Lijun Tang & Xiaolong Gou & Junyu Liang & Yang Yang & Xingyu Yuan & Jiaquan Yang & Yuting Yan & Dada Wang & Yongli Wang & Xin Chen & Bo Yuan & Siyi Tao, 2022. "A Two-Stage Planning Optimization Study of an Integrated Energy System Considering Uncertainty," Sustainability, MDPI, vol. 14(6), pages 1-22, March.
    7. Athanasios Ioannis Arvanitidis & Vivek Agarwal & Miltiadis Alamaniotis, 2023. "Nuclear-Driven Integrated Energy Systems: A State-of-the-Art Review," Energies, MDPI, vol. 16(11), pages 1-23, May.
    8. Álinson S. Xavier & Feng Qiu & Shabbir Ahmed, 2021. "Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems," INFORMS Journal on Computing, INFORMS, vol. 33(2), pages 739-756, May.
    9. Dayan Sun & Liudong Zhang & Dawei Su & Yubo Yuan, 2017. "Two-Stage Robust Security-Constrained Unit Commitment with Optimizable Interval of Uncertain Wind Power Output," Mathematical Problems in Engineering, Hindawi, vol. 2017, pages 1-11, July.
    10. Johnson, Nils & Strubegger, Manfred & McPherson, Madeleine & Parkinson, Simon C. & Krey, Volker & Sullivan, Patrick, 2017. "A reduced-form approach for representing the impacts of wind and solar PV deployment on the structure and operation of the electricity system," Energy Economics, Elsevier, vol. 64(C), pages 651-664.
    11. Yudong Zhang & Shuihua Wang & Genlin Ji, 2015. "A Comprehensive Survey on Particle Swarm Optimization Algorithm and Its Applications," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-38, October.
    12. Mao, Anjia & Yu, Tiantian & Ding, Zhaohao & Fang, Sidun & Guo, Jinran & Sheng, Qianqian, 2022. "Optimal scheduling for seaport integrated energy system considering flexible berth allocation," Applied Energy, Elsevier, vol. 308(C).
    13. Carrara, Samuel & Marangoni, Giacomo, 2017. "Including system integration of variable renewable energies in a constant elasticity of substitution framework: The case of the WITCH model," Energy Economics, Elsevier, vol. 64(C), pages 612-626.
    14. Edmonds, Jae & Clarke, John & Dooley, James & Kim, Son H. & Smith, Steven J., 2004. "Stabilization of CO2 in a B2 world: insights on the roles of carbon capture and disposal, hydrogen, and transportation technologies," Energy Economics, Elsevier, vol. 26(4), pages 517-537, July.
    15. Dai, Hancheng & Fujimori, Shinichiro & Silva Herran, Diego & Shiraki, Hiroto & Masui, Toshihiko & Matsuoka, Yuzuru, 2017. "The impacts on climate mitigation costs of considering curtailment and storage of variable renewable energy in a general equilibrium model," Energy Economics, Elsevier, vol. 64(C), pages 627-637.
    16. Ying-Yi Hong & Gerard Francesco DG. Apolinario, 2021. "Uncertainty in Unit Commitment in Power Systems: A Review of Models, Methods, and Applications," Energies, MDPI, vol. 14(20), pages 1-47, October.
    17. Yanhua Qu & Sheng Lin & Rui Wang, 2022. "A Novel Optimization Model of Integrated Energy System considering Thermal Inertia and Gas Inertia," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-10, April.
    18. Ortiz-Imedio, Rafael & Caglayan, Dilara Gulcin & Ortiz, Alfredo & Heinrichs, Heidi & Robinius, Martin & Stolten, Detlef & Ortiz, Inmaculada, 2021. "Power-to-Ships: Future electricity and hydrogen demands for shipping on the Atlantic coast of Europe in 2050," Energy, Elsevier, vol. 228(C).
    19. Jianqiu Huang & Kai Pan & Yongpei Guan, 2021. "Cutting planes for security-constrained unit commitment with regulation reserve," IISE Transactions, Taylor & Francis Journals, vol. 53(4), pages 437-452, April.
    20. PAPAVASILIOU, Anthony & OREN, Schmuel S., 2013. "Multiarea stochastic unit commitment for high wind penetration in a transmission constrained network," LIDAM Reprints CORE 2500, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    21. Álvaro Lorca & X. Andy Sun & Eugene Litvinov & Tongxin Zheng, 2016. "Multistage Adaptive Robust Optimization for the Unit Commitment Problem," Operations Research, INFORMS, vol. 64(1), pages 32-51, February.
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