压力容器2024，Vol.41Issue(2)：58-65,8.DOI:10.3969/j.issn.1001-4837.2024.02.008
基于遗传算法的大型矩形压力容器刚强度优化设计
Stiffness and strength optimization design of large rectangular pressure vessels based on genetic algorithm
摘要
Abstract
In order to resolute the problems of poor pressure-bearing capacity,complex stress state and difficulties in the structural optimization design of rectangular pressure vessels,using the feature that the genetic algorithm can adjust search direction adaptively,the stiffness and strength optimization design of a rectangular-type water tunnel test section was carried out.Firstly,the engineering constraints were clarified and structure preliminary design was completed.Then,structure optimization design was carried out through manual iteration.Finally,after completing the parametric modeling and simulation,constructing surrogate model and establishing optimization design process,the structure optimization design of this water tunnel test using genetic algorithm was carried out.This method reduces weight by 34.98%compared with the preliminary design,and by 10.49%compared with the optimization design through manual iteration.关键词
矩形压力容器/优化设计/遗传算法/刚度/强度Key words
rectangular pressure vessel/optimization design/genetic algorithms/stiffness/strength分类
机械制造引用本文复制引用
张龙,尉成果,刘秉斌..基于遗传算法的大型矩形压力容器刚强度优化设计[J].压力容器,2024,41(2):58-65,8.基金项目
国家自然科学基金(12172296) （12172296）
