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Chinese Journal of Ship Research, Volume. 20, Issue 4, 233(2025)

Collaborative optimization for planning and operation strategy of shipboard hybrid energy storage systems based on MPC-HHO

Shuiqing KE, Xiangguo YANG, Xin LI, Yufan WANG, Quanzheng DUAN, and Telu TANG
Author Affiliations
  • School of Naval Architecture, Ocean and Energy Power Engineering, Wuhan University of Technology, Wuhan 430063, China
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    [7] XU B L, OUDALOV A, ULBIG A et al. Modeling of lithium-ion battery degradation for cell life assessment[J]. IEEE Transactions on Smart Grid, 9, 1131-1140(2018).

    [8] ZHAO B, REN J Z, CHEN J et al. Tri-level robust planning-operation co-optimization of distributed energy storage in distribution networks with high PV penetration[J]. Applied Energy, 279, 115768(2020).

    [11] JU C Q, WANG P, GOEL L et al. A two-layer energy management system for microgrids with hybrid energy storage considering degradation costs[J]. IEEE Transactions on Smart Grid, 9, 6047-6057(2018).

    [12] HOU J, SUN J, HOFMANN H F. Mitigating power fluctuations in electric ship propulsion with hybrid energy storage system: design and analysis[J]. IEEE Journal of Oceanic Engineering, 43, 93-107(2018).

    [16] HU J, LIU D, DU C Q et al. Intelligent energy management strategy of hybrid energy storage system for electric vehicle based on driving pattern recognition[J]. Energy, 198, 117298(2020).

    [18] HUANG J F, AN Q, ZHOU M Y et al. A self-adaptive joint optimization framework for marine hybrid energy storage system design considering load fluctuation characteristics[J]. Applied Energy, 361, 122973(2024).

    [19] SHI J, WANG L H, LEE W J et al. Hybrid energy storage system (HESS) optimization enabling very short-term wind power generation scheduling based on output feature extraction[J]. Applied Energy, 256, 113915(2019).

    [20] BOVERI A, SILVESTRO F, MOLINAS M et al. Optimal sizing of energy storage systems for shipboard applications[J]. IEEE Transactions on Energy Conversion, 34, 801-811(2019).

    [24] HEIDARI A A, MIRJALILI S, FARIS H et al. Harris hawks optimization: algorithm and applications[J]. Future Generation Computer Systems, 97, 849-872(2019).

    [25] WANG M, WANG J S, SONG H M et al. Hybrid multi-objective Harris hawk optimization algorithm based on elite non-dominated sorting and grid index mechanism[J]. Advances in Engineering Software, 172, 103218(2022).

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    Shuiqing KE, Xiangguo YANG, Xin LI, Yufan WANG, Quanzheng DUAN, Telu TANG. Collaborative optimization for planning and operation strategy of shipboard hybrid energy storage systems based on MPC-HHO[J]. Chinese Journal of Ship Research, 2025, 20(4): 233

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    Paper Information

    Category: Marine Machinery, Electrical Equipment and Automation

    Received: Jul. 24, 2024

    Accepted: --

    Published Online: Sep. 11, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.04087

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology