Multi-objective optimization of double-walled steel cofferdams based on response surface methodology and particle swarm optimization algorithm

被引:18
作者
Shao, Junhu [1 ]
Fan, Zihao [2 ]
Huang, Yuanyuan [2 ]
Zhan, Yulin [2 ,3 ]
Cai, Qinhao [4 ]
机构
[1] Chengdu Univ, Sch Architecture & Civil Engn, Chengdu 610106, Peoples R China
[2] Southwest Jiaotong Univ, Dept Bridge Engn, Chengdu 610031, Peoples R China
[3] Southwest Jiaotong Univ, Inst Civil Engn Mat, Chengdu 610031, Peoples R China
[4] China Railway Erju Fifth Engn Co Ltd, Chengdu 610031, Peoples R China
基金
美国国家科学基金会;
关键词
Double-walled steel cofferdam; Response surface methodology; Constraints; Particle swarm optimization algorithm; Multi-objective optimization design; RELIABILITY; DESIGN;
D O I
10.1016/j.istruc.2023.01.092
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
To improve the safety of steel cofferdams and reduce the cost to the extent possible, a multi-objective optimi-zation method based on response surface methodology (RSM) and particle swarm optimization (PSO) algorithm was proposed to optimize the structure of double-walled steel cofferdams in the deep-water bridge foundation construction. The thickness of the inner and outer wall plate, the height and thickness of the inner-wall brace and the vertical spacing between annular plates were selected as design variables, taking the stress of the inner-wall brace and inner wall plate as the optimization objectives and the cost as the constraint condition, an optimization model of double-wall steel cofferdam was proposed. On the basis of the finite element calculation results, the experimental design and RSM were used to obtain the explicit relationship between the design variables and the structural response of the cofferdam. The optimal values of the design parameters of the cofferdam were obtained using PSO algorithm. The optimal design parameters and the structural response of the cofferdam variation with the cost were investigated. It is shown that the combination of RSM and PSO is able to optimize the cofferdam structure, with a stress optimization rate of 49.8% for the inner-wall brace while keeping the original cost constant. In addition, by adjusting the cost threshold, the reasonable range of cost coefficient K for this cofferdam is 0.119 to 0.162, and the section size of inner-wall brace is the key design parameter for the cofferdam, which provides a design idea for the optimization of deep-water cofferdam structure.
引用
收藏
页码:256 / 266
页数:11
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