Research progress on intelligent optimization techniques for energy-efficient design of ship hull forms

被引:2
|
作者
Zhu, Shuwei [1 ]
Sun, Ning [1 ]
Lv, Siying [1 ]
Chen, Kaifeng [1 ]
Fang, Wei [1 ]
Cao, Leilei [2 ]
机构
[1] Jiangnan Univ, Sch Artificial Intelligence & Comp, Wuxi 214122, Peoples R China
[2] Zhejiang Univ, Innovat Ctr Yangtze River Delta, Jiashan 314100, Peoples R China
关键词
Ship hull form design; Simulation-based design; Intelligent optimization; Energy efficiency; Surrogate model; Evolutionary algorithm; DETERMINISTIC PARTICLE SWARM; MULTIOBJECTIVE OPTIMIZATION; EVOLUTIONARY OPTIMIZATION; INTEGRATED OPTIMIZATION; OPERATIONAL EFFICIENCY; PARAMETER SELECTION; RESISTANCE; ALGORITHM; CFD; VESSEL;
D O I
10.1007/s41965-024-00169-6
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The design optimization of ship hull form based on hydrodynamics theory and simulation-based design (SBD) technologies generally considers ship performance and energy efficiency performance as the design objective, which plays an important role in smart design and manufacturing of green ship. An optimal design of sustainable energy system requires multidisciplinary tools to build ships with the least resistance and energy consumption. Through a systematic approach, this paper presents the research progress of energy-efficient design of ship hull forms based on intelligent optimization techniques. We discuss different methods involved in the optimization procedure, especially the latest developments of intelligent optimization algorithms and surrogate models. Moreover, current development trends and technical challenges of multidisciplinary design optimization and surrogate-assisted evolutionary algorithms for ship design are further analyzed. We explore the gaps and potential future directions, so as to pave the way toward the design of the next generation of more energy-efficient ship hull form.
引用
收藏
页码:318 / 334
页数:17
相关论文
共 50 条
  • [41] Energy-efficient beamforming optimization for MISO communication based on reconfigurable intelligent surface
    Tan, Fangqing
    Xu, Xu
    Chen, Hongbin
    Li, Shichao
    PHYSICAL COMMUNICATION, 2023, 57
  • [42] Research on Ship Part Nesting System Based on Energy Principle and Intelligent Optimization
    Zhong, Xiangqiang
    Liang, Lidong
    Yang, Yanhong
    MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 2771 - +
  • [43] Design of Intelligent Hybrid Energy Ambulatory Surgical Center Ship in Efficient Way
    Hasan, Tawheed
    Jamaludin, Shahrizan
    Nik, W. B. Wan
    JURNAL KEJURUTERAAN, 2024, 36 (02): : 419 - 428
  • [44] An overview of simulation-based hydrodynamic design of ship hull forms
    Yang, Chi
    Huang, Fuxin
    PROCEEDINGS OF THE SECOND CONFERENCE OF GLOBAL CHINESE SCHOLARS ON HYDRODYNAMICS (CCSH'2016), VOLS 1 & 2, 2016, : 34 - 48
  • [45] An overview of simulation-based hydrodynamic design of ship hull forms
    Chi Yang
    Fuxin Huang
    Journal of Hydrodynamics, 2016, 28 : 947 - 960
  • [46] An overview of simulation-based hydrodynamic design of ship hull forms
    Chi YANG
    Fuxin HUANG
    Journal of Hydrodynamics, 2016, 28 (06) : 947 - 960
  • [47] An overview of simulation-based hydrodynamic design of ship hull forms
    Yang, Chi
    Huang, Fuxin
    JOURNAL OF HYDRODYNAMICS, 2016, 28 (06) : 947 - 960
  • [48] Intelligent layout optimization design of ship pipe
    Wang, Yun-Long
    Wang, Chen
    Han, Yang
    Lin, Yan
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2015, 49 (04): : 513 - 518
  • [49] Design techniques for high-performance, energy-efficient control logic
    Ko, U
    Hill, A
    Balsara, PT
    1996 INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN - DIGEST OF TECHNICAL PAPERS, 1996, : 97 - 100
  • [50] Study on multidisciplinary optimization method for hull forms design
    Cheng, Hongrong
    Liu, Xiongdong
    Feng, Baiwei
    Ship Building of China, 2014, 55 (01) : 76 - 82