首页|基于模拟植物生长算法的B样条蒙皮自由曲面薄壳结构形态优化方法研究

基于模拟植物生长算法的B样条蒙皮自由曲面薄壳结构形态优化方法研究

扫码查看
为了寻求既满足建筑美学又具有良好受力性能的结构形态,根据模拟植物生长算法(PGSA)基本原理,在生长空间限定与并行搜索的模拟植物生长算法(GSL&PS-PGSA)基础上提出一种变步长并行搜索机制,从而形成生长空间限定与变步长并行搜索的模拟植物生长算法(GSL&VPS-PGSA),并将其引入自由曲面薄壳结构形态优化领域.基于B样条蒙皮法,由若干型值点进行B样条曲线重构,并调整曲线的型值点数、阶次及节点向量,得到具有相同属性的一簇截面控制曲线,再通过蒙皮法将截面曲线拟合为初始自由曲面.以此为基础,以B样条曲线的型值点坐标为设计变量,以结构整体应变能为优化目标,采用GSL&VPS-PGSA优化算法得到造型和受力性能相协同的自由曲面薄壳结构.由方形拱壳及复杂曲面结构算例分析结果表明:B样条蒙皮法通过参数化建模可创建任意形状且光滑的自由曲面,且其型值点、阶次等形状控制参数为进一步的形态优化提供了条件;GSL&VPS-PGSA引入变步长并行搜索机制能较简洁地控制解的精度,并大大提高算法效率,与遗传算法、逆吊法相比,该算法优化效果更具优势;所建立的形态优化方法,能获取以承受薄膜应力为主的合理结构形态,并适用于多变量、复杂约束条件,以及有限元网格划分精细的大规模自由曲面实体结构的形态优化问题.
Shape optimization method of B-spline skin free-form thin-shell structures based on plant growth simulation algorithm
In order to find a structural form that not only satisfies the architectural aesthetics but also has good mechanical performance,according to the basic principle of plant growth simulation algorithm(PGSA),a variable-step parallel search mechanism is proposed on the basis of GSL&PS-PGSA,which generates a new simulated plant growth algorithm(GSL&VPS-PGSA).The proposed algorithm is to be introduced into the field of shape optimization of free-form thin-shell structures.This shape optimization method is based on the B-spline skinning method.Firstly,the curves are reconstructed through several type value points.Then,the number of type value points,orders,and knot vectors are adjusted to obtain a series of sectional control curves with similar properties,which are fitted into surfaces by skinning method.On this basis,taking the type value point coordinates of B-spline curve as the design variables,and taking the overall strain energy as the optimization goal,the GSL&VPS-PGSA is used to obtain a free-form thin-shell structure with coordinated shape and mechanical performance.The analysis results of a square arch shell and a complex curved structure show the B-spline skin method can create the free-form surfaces with arbitrary shapes and smoothness through parametric modeling,and its shape control parameters such as control points and orders provide the conditions for further shape optimization.The variable step size parallel search mechanism in GSL&VPS-PGSA can concisely control the solution accuracy and greatly improve the algorithm efficiency.Compared with genetic algorithm and inverse lifting method,the optimization effect of GSL&VPS-PGSA is more advantageous.The proposed shape optimization method can obtain a reasonable structural surface that mainly bears membrane stress,which is suitable for the shape optimization problems of large-scale free-form thin-shell structures with multiple variables,complex constraints and fine mesh division.

free-form thin-shell structureB-spline skinning surfaceplant growth simulation algorithmshape optimization

石开荣、吉古雪梅、姜正荣

展开 >

华南理工大学土木与交通学院,广东广州 510641

华南理工大学亚热带建筑与城市科学全国重点实验室,广东广州 510641

自由曲面薄壳结构 B样条蒙皮曲面 模拟植物生长算法 形态优化

亚热带建筑与城市科学全国重点实验室广东省现代土木工程技术重点实验室课题

2019ZB272021B1212040003

2024

建筑结构学报
中国建筑学会

建筑结构学报

CSTPCD北大核心
影响因子:1.546
ISSN:1000-6869
年,卷(期):2024.45(10)
  • 6