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Chinese Journal of Ship Research, Volume. 19, Issue 6, 97(2024)

Efficient ship hull multi-objective optimization method considering ice resistance and calm water resistance

Shichao WANG and Gang LIU
Author Affiliations
  • School of Naval Architecture Engineering, Dalian University of Technology, Dalian 116024, China
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    References(11)

    [1] L F HUANG, J TUHKURI, B IGREC et al. Ship resistance when operating in floating ice floes: a combined CFD & DEM approach. Marine Structures, 74, 102817(2020).

    [2] L F HUANG, Z Y LI, C RYAN et al. Ship resistance when operating in floating ice floes: derivation, validation, and application of an empirical equation. Marine Structures, 79, 103057(2021).

    [3] X J TANG, M ZOU, Z J ZOU et al. A parametric study on the ice resistance of a ship sailing in pack ice based on CFD-DEM method. Ocean Engineering, 265, 112563(2022).

    [4] C Y GUO, C XIE, J Z ZHANG et al. Experimental investigation of the resistance performance and heave and pitch motions of ice-going container ship under pack ice conditions. China Ocean Engineering, 32, 169-178(2018).

    [11] Y LU, Z H GU, S W LIU et al. Scenario-based optimization design of icebreaking bow for polar navigation. Ocean Engineering, 244, 110365(2022).

    [13] Y LIN, Q YANG, G GUAN. Automatic design optimization of SWATH applying CFD and RSM model. Ocean Engineering, 172, 146-154(2019).

    [14] G GUAN, L WANG, J H GENG et al. Parametric automatic optimal design of USV hull form with respect to wave resistance and seakeeping. Ocean Engineering, 235, 109462(2021).

    [15] L J ZHANG, D JÁNOŠÍK. Enhanced short-term load forecasting with hybrid machine learning models: CatBoost and XGBoost approaches. Expert Systems with Applications, 241, 122686(2024).

    [16] [16] CHEN T Q, GUESTRIN C. XGBoost: a scalable tree boosting system[C]Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery Data Mining. San Francisco: ACM, 2016: 785−794.

    [17] H J LAMOUSIN, N N WAGGENSPACK. NURBS-based free-form deformations. IEEE Computer Graphics and Applications, 14, 59-65(1994).

    [18] K DEB, H JAIN. An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, Part I: solving problems with box constraints. IEEE Transactions on Evolutionary Computation, 18, 577-601(2014).

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    Shichao WANG, Gang LIU. Efficient ship hull multi-objective optimization method considering ice resistance and calm water resistance[J]. Chinese Journal of Ship Research, 2024, 19(6): 97

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    Paper Information

    Category: Theory and Method of Intelligent Design for Ship and Ocean Engineering

    Received: Jun. 7, 2023

    Accepted: --

    Published Online: Mar. 14, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03998

    Topics

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