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Energy Management Strategy for Seaport Integrated Energy System under Polymorphic Network

Author

Listed:
  • Fei Teng

    (Marine Electrical Engineering College, Dalian Maritime University, Dalian 116026, China)

  • Qing Zhang

    (Marine Electrical Engineering College, Dalian Maritime University, Dalian 116026, China)

  • Tao Zou

    (Research Institute of Intelligent Networks, Zhejiang Lab, Hangzhou 311121, China)

  • Jun Zhu

    (Research Institute of Intelligent Networks, Zhejiang Lab, Hangzhou 311121, China)

  • Yonggang Tu

    (Jiaxing Big Data Center, Jiaxing Municipal People’s Government, Jiaxing 314000, China)

  • Qian Feng

    (School of Statistics, Beijing Normal University, Beijing 100875, China)

Abstract

This paper studies the energy management problem of a seaport integrated energy system under the polymorphic network. Firstly, with the diversity of energy devices, a seaport integrated energy system based on the polymorphic network is established to ensure information exchange and energy interaction between heterogeneous devices, including the service layer, control layer, and data layer. Secondly, by analyzing the characteristics of different loads and the energy conversion hub, such as the power to gas (P2G) and combined cooling heating and power (CCHP), the energy management model for the seaport integrated energy system is constructed. Finally, we obtain the optimal solution by mixed integer linear programming, and the proposed strategy is used to a seaport integrated energy system including CCHP, P2G, clean energy and energy storage device. By comparing four different cases, the simulation results show a reduction in the cost of energy purchase and carbon emissions when applying our strategy with various device types and device failures. Moreover, considering the application of the proposed energy management strategy under seasonal variations, the optimal solution for the energy management problem of the seaport integrated energy system is obtained.

Suggested Citation

  • Fei Teng & Qing Zhang & Tao Zou & Jun Zhu & Yonggang Tu & Qian Feng, 2022. "Energy Management Strategy for Seaport Integrated Energy System under Polymorphic Network," Sustainability, MDPI, vol. 15(1), pages 1-22, December.
  • Handle: RePEc:gam:jsusta:v:15:y:2022:i:1:p:53-:d:1009523
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    References listed on IDEAS

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    1. Houming Fan & Jiaqi Yu & Xinzhe Liu, 2019. "Tramp Ship Routing and Scheduling with Speed Optimization Considering Carbon Emissions," Sustainability, MDPI, vol. 11(22), pages 1-19, November.
    2. Wang, Mingtao & Zhang, Juan & Liu, Huanwei, 2022. "Thermodynamic analysis and optimization of two low-grade energy driven transcritical CO2 combined cooling, heating and power systems," Energy, Elsevier, vol. 249(C).
    3. 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).
    4. Kang, Ligai & Yuan, Xiaoxue & Sun, Kangjie & Zhang, Xu & Zhao, Jun & Deng, Shuai & Liu, Wei & Wang, Yongzhen, 2022. "Feed-forward active operation optimization for CCHP system considering thermal load forecasting," Energy, Elsevier, vol. 254(PB).
    5. Zhao Luo & Jinghui Wang & Ni Xiao & Linyan Yang & Weijie Zhao & Jialu Geng & Tao Lu & Mengshun Luo & Chenming Dong, 2022. "Low Carbon Economic Dispatch Optimization of Regional Integrated Energy Systems Considering Heating Network and P2G," Energies, MDPI, vol. 15(15), pages 1-14, July.
    6. Liu, Yang & Han, Jitian & You, Huailiang, 2020. "Exergoeconomic analysis and multi-objective optimization of a CCHP system based on LNG cold energy utilization and flue gas waste heat recovery with CO2 capture," Energy, Elsevier, vol. 190(C).
    7. Gao, Datong & Kwan, Trevor Hocksun & Dabwan, Yousef Naji & Hu, Maobin & Hao, Yong & Zhang, Tao & Pei, Gang, 2022. "Seasonal-regulatable energy systems design and optimization for solar energy year-round utilization☆," Applied Energy, Elsevier, vol. 322(C).
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