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Optimization design and numerical verification of the cross-sectional layout of an umbilical based on the genetic algorithm
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Zhi-xun YANG1, Xu YIN2, Jun YAN2, Zhi-rui FAN2, Dong-yan SHI1, Geng TIAN1, Dong-hui CAO1
Journal of Ship Mechanics | 2024, 28(5) : 725 - 734
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Journal of Ship Mechanics | 2024, 28(5): 725-734
Structural Mechanics
Optimization design and numerical verification of the cross-sectional layout of an umbilical based on the genetic algorithm
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Zhi-xun YANG1, Xu YIN2, Jun YAN2, Zhi-rui FAN2, Dong-yan SHI1, Geng TIAN1, Dong-hui CAO1
Affiliations
  • 1.College of Mechanical and Electronic Engineering, Harbin Engineering University, Harbin 150001, China
  • 2.Department of Engineering Mechanics, State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian 116024, China
Published: 2024-05-20 doi: 10.3969/j.issn.1007-7294.2024.05.009
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A marine umbilical is usually bundled by different functional components, the mechanical properties of which are very different. Under the action of external load, unreasonable cross-sectional layouts may lead to large cross-sectional deformation and contact pressure between components, thus affecting the umbilical service life. Firstly, a method to realize the compactness of cross-section layout was given by minimizing the cross-section radius. The symmetry of cross-sectional layout was described by introducing virtual gravity index based on the tensile stiffness of components while a quantifiable index was proposed to describe the fatigue wear problem between vulnerable components like steel pipes. Then, the multi-objective optimization model of cross-section layout was established considering the above three objectives. The genetic algorithm was introduced to solve the optimization model and three representative cross-section layouts were automatically obtained. Finally, the numerical simulation was used to verify and evaluate the different cross-sectional layouts, and then the optimal cross-section layout design was obtained. The results show that the optimization method proposed in this paper can improve the ability of global optimization, which has certain guiding significance for the cross-sectional layout design of umbilicals.

umbilical cable  /  cross-sectional layout  /  genetic algorithm  /  numerical simulation  /  optimization design
Zhi-xun YANG, Xu YIN, Jun YAN, Zhi-rui FAN, Dong-yan SHI, Geng TIAN, Dong-hui CAO. Optimization design and numerical verification of the cross-sectional layout of an umbilical based on the genetic algorithm[J]. Journal of Ship Mechanics, 2024 , 28 (5) : 725 -734 . DOI: 10.3969/j.issn.1007-7294.2024.05.009
Year 2024 volume 28 Issue 5
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Article Info
doi: 10.3969/j.issn.1007-7294.2024.05.009
  • Receive Date:2023-11-17
  • Online Date:2026-03-21
  • Published:2024-05-20
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  • Received:2023-11-17
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Affiliations
    1.College of Mechanical and Electronic Engineering, Harbin Engineering University, Harbin 150001, China
    2.Department of Engineering Mechanics, State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian 116024, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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