Chinese Journal of Ship Research, Volume. 20, Issue 2, 187(2025)

SVR-based identification of nonlinear roll motion of trimaran

Yue GU1, Renchuan ZHU1, Chuanqing LI1,2, and Chengyu WU1
Author Affiliations
  • 1School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University,Shanghai 200240, China
  • 2State Key Laboratory of Navigation and Safety Technology, Shanghai Ship and Shipping Research Institute Co., Ltd., Shanghai 200135, China
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    References(21)

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    [14] [14] MANCINI S, BEGOVIC E, PIZZIRUSSO D, et al. Roll damping assessment of intact damaged ship by CFD EFD methods[C]Proceedings of the 12th International Conference on the Stability of Ships Ocean Vehicles. Glasgow: STAB, 2015.

    [15] [15] VAPNIK V N. The nature of statistical learning they[C]Infmation Science Statistics. New Yk: Springer, 2000.

    [16] DRUCKER H, BURGES C J C, KAUFMAN L et al. Support vector regression machines[J]. Advances in Neural Information Processing Systems, 28, 779-784(1997).

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    [20] [20] ITTC. Uncertainty analysis in CFD verification validatio, methodology procedures[C]Proceedings of the 28th International Towing Tank Conference. Wuxi: ITTC, 2017.

    [23] [23] KATAYAMA T, TANIGUCHI T, KOTAKI M. A study on viscous effects of roll damping of a highspeed catamaran a highspeed trimaran[M]. 2008.

    [24] [24] ITTC. ITTC–recommended procedures guidelines. Numerical estimation of roll damping, 7.5020704.5[C]Proceedings of the 26th International Towing Tank Conference. 2011.

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    Yue GU, Renchuan ZHU, Chuanqing LI, Chengyu WU. SVR-based identification of nonlinear roll motion of trimaran[J]. Chinese Journal of Ship Research, 2025, 20(2): 187

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    Paper Information

    Category: Ship Design and Performance

    Received: Oct. 7, 2023

    Accepted: --

    Published Online: May. 15, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03584

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