Multi-objective optimization of the hull form for the semi-submersible medical platform

被引:11
|
作者
Tian, Xiaojie [1 ,2 ]
Sun, Xiaoyuan [1 ]
Liu, Guijie [1 ,2 ]
Xie, Yingchun [1 ,2 ]
Chen, Yu [3 ]
Wang, Honghui [1 ,2 ]
机构
[1] Ocean Univ China, Dept Mech & Elect Engn, Qingdao 266100, Peoples R China
[2] Ocean Univ China, Key Lab Ocean Engn Shangdong Prov, Qingdao 266100, Peoples R China
[3] CIMC Offshore Engn Inst Co Ltd, Yantai 264670, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-objective optimization; Semi-submersible medical platform; Surrogate model; Gray correlation analysis; EVOLUTIONARY ALGORITHM; DESIGN; TLP;
D O I
10.1016/j.oceaneng.2021.109038
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
This paper proposes a study on the hull structure optimization of a semi-submersible medical platform. The hull structure sizes have great important effect on the cost, hydrodynamics, global, and manufacture of the whole semi-submersible platform. In this paper, the economy, lightweight and higher stability should be ensured for the medical platform during the optimization design process. The hull sizing optimization process is modeled as a multivariable minimization problem, which is minimizing the hull structure weight, the heave response, and the roll response. The surrogate model method is introduced to obtain the relationship between the design variables and output variables, which reduced the time-consuming induced by the numerical simulation and improved the optimization efficiency. A multi-objective optimization for the hull structure is developed by using the gray correlation analysis to evaluate the weight of three optimization objects. At last, the optimization solutions are achieved in the form of Pareto set. According to the optimization results, the changing relations between the sizes of the deck, column, pontoon and draft with the total weight, and the heave and roll response can be determined.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] Multi-objective hull form optimization of a SWATH configuration using surrogate models
    Renaud, Paul
    Sacher, Matthieu
    Scolan, Yves-Marie
    OCEAN ENGINEERING, 2022, 256
  • [22] Analysis of Ship Collision with a Semi-submersible Platform
    Nouri, Somayeh
    Mostafa Gharabaghi, Ahmad Reza
    Mazaheri, Said
    PROCEEDINGS OF THE EIGHTH (2008) ISOPE PACIFIC/ASIA OFFSHORE MECHANICS SYMPOSIUM: PACOMS-2008, 2008, : 164 - +
  • [23] Analysis of wave loads on a semi-submersible platform
    Qian, K
    Wang, YY
    CHINA OCEAN ENGINEERING, 2002, 16 (03) : 395 - 406
  • [24] Slamming characteristics on column of semi-submersible platform
    Wang S.
    Wang Z.
    Ling H.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2019, 40 (03): : 623 - 627and633
  • [25] WHAT FUTURE FOR SEMI-SUBMERSIBLE TWIN-HULL SHIP
    WARREN, NF
    NAVAL ARCHITECT, 1977, (02): : 53 - 55
  • [26] Multi-objective collaborative optimization in multidisciplinary design for submersible
    Cao, An-Xi
    Cui, Wei-Cheng
    Chuan Bo Li Xue/Journal of Ship Mechanics, 2008, 12 (02): : 294 - 304
  • [27] Comparative Research on Multiple-Objective Optimization and Single-Objective Optimization to Semi-Submersible Repair Vessels
    Zhao, Ruijia
    Xie, Xinlian
    Wei, Zhaokun
    Ship Building of China, 2018, 59 (02) : 205 - 212
  • [28] Rig mode option for semi-submersible drilling platform
    Yue, Jixiang
    Qi, Yaoguang
    Xiao, Wensheng
    Yang, Lei
    Chen, Jun
    Shiyou Kantan Yu Kaifa/Petroleum Exploration and Development, 2009, 36 (06): : 776 - 783
  • [29] REGRESSION ANALYSIS FOR THE DYNAMIC RESPONSES OF SEMI-SUBMERSIBLE PLATFORM
    Ng, C. Y.
    Kurian, V. J.
    Yassir, M. A.
    Proceedings of the 7th International Conference on Steel and Aluminium Structures (ICSAS 2011), 2011, : 369 - 375
  • [30] FATIGUE ANALYSIS ON KEY COMPONENTS OF SEMI-SUBMERSIBLE PLATFORM
    Cui, Lei
    Xu, Jia-nan
    He, Yong
    Jin, Wei-liang
    PROCEEDINGS OF THE ASME 29TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING 2010, VOL 2, 2010, : 671 - 675