Flow battery energy storage (FBES) provide a flexible storage for low-carbon port integrated energy systems (PIES). To improve renewable energy accommodation and overcome the high cost and low utilization of decentralized storage, this paper proposes a shared flow battery energy storage (SFBES) framework for multi-port integrated energy systems. A bi-level collaborative optimization model is developed, where the upper-level optimizes storage power and energy capacities, and the lower-level coordinates renewable generation, quay crane (QC), electric truck (ET), and multi-energy conversion units. The model is reformulated as a single-level MILP using KKT conditions.
| [1] |
Wang J, Li H, Yang Z, et al. . Shore Power for Reduction of Shipping Emission in Port: A Bibliometric Analysis[J]. Transportation Research Part E: Logistics and Transportation Review, 2024, 188: 103 639
|
| [2] |
Wang B, Zhang C, Li C, et al. . Multi-timescale Energy Sharing with Grid-Bess Capacity Rental Considering Uncertainties[J]. CSEE Journal of Power and Energy Systems, 2023, 9(4): 1 326-1 336
|
| [3] |
Sun L, Ding P, Xiong Y, et al. . Carbon Emission Reduction of Shore Power from Power Energy Structure in China[J]. Frontiers in Marine Science, 2022, 9: 1 077 289
|
| [4] |
Takalani RLE, Masisi L. Development of An Optimal Port Crane Trajectory for Reduced Energy Consumption[J]. Energies, 2023, 16(20): 7 172
|
| [5] |
Pu Y, Liu H, Wang J, Hou Y. Collaborative Scheduling of Port Integrated Energy and Container Logistics Considering Electric and Hydrogen Powered Transport[J]. IEEE Transactions on Smart Grid, 2023, 14(6): 4 345-4 359
|
| [6] |
Fang S, Zhao C, Ding Z, et al. . Port Integrated Energy Systems Toward Carbon Neutrality (Ii): Flexible Resources and Key Technologies in Energy-Transportation Integration[J]. Proceedings of the CSEE, 2023, 43(3): 950-969
|
| [7] |
Khalilpoor S, Kamran MA, Babazadeh R, et al. . Energy-efficient Model for Integrated Berth Allocation and Quay Crane Management [J]. Transportation Research Interdisciplinary Perspectives, 2025, 31: 101 429
|
| [8] |
Li R, Wei W, Mei S, et al. . Participation of An Energy Hub in Electricity and Heat Distribution Markets: An Mpec Approach[J]. IEEE Transactions on Smart Grid, 2018, 9(6): 3 641-3 653
|
| [9] |
Luo Y, Liang X, Zhang Y, et al. . Energy-aware Integrated Scheduling for Quay Crane and Igv in Automated Container Terminal[J]. Journal of Marine Science and Engineering, 2024, 12(3): 376
|
| [10] |
Ge X, Wang G, Sun R, Wang F. A Distributed and Game-Theoretic-Based EV Charging Pricing Model Under Coupled Energy-Transportation-Information Networks[J]. IEEE Transactions on Smart Grid, 2025, 16(1): 652-664
|
| [11] |
Wang J, Guo Q, Sun H. Planning Approach for Integrating Charging Stations and Renewable Energy Sources in Low-Carbon Logistics Delivery[J]. Applied Energy, 2024, 372: 123 792
|
| [12] |
Karthik S, Rohith G, Devika KB, et al. . A Deep Learning Based Encoder-Decoder Model for Speed Planning of Autonomous Electric Truck Platoons[J]. Heliyon, 2024, 10(11): e031 836
|
| [13] |
Mao Y, Cai Z, Jiao X, et al. . Multi-timescale Optimization Scheduling of Integrated Energy Systems Oriented Towards Generalized Energy Storage Services[J]. Scientific Reports, 2025, 15: 8 549
|
| [14] |
Cai W, Zhang Y, Huang F, et al. . Delivery Routing Problem of Pure Electric Vehicle with Multi-Objective Pick-Up and Delivery Integration[J]. PLOS ONE, 2023, 18: e0 281 131
|
| [15] |
Salhi A, Alsoufi G, Yang X. An Evolutionary Approach to a Combined Mixed Integer Programming Model of Seaside Operations as Arise in Container Ports[J]. Annals of Operations Research, 2019, 272(4): 1-30
|
| [16] |
Cabrera-Jiménez R, Mateo JM, Jiménez L, et al. . Prospective Life-Cycle Assessment of Sustainable Alternatives for Road Freight Transport[J]. Renewable and Sustainable Energy Reviews, 2025, 211: 115 243
|
| [17] |
Pérez-Fortes M, Mian A, Srikanth S, et al. . Design of a Pilot SOFC System for the Combined Production of Hydrogen and Electricity Under Refueling Station Requirements[J]. Fuel Cells, 2019, 19(4): 389-407
|
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