土钉垂直切割参数优化技术

F. Benayoun, D. Boumezerane, S. Bekkouche
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摘要

摘要:本文采用Plaxis2D软件对钉加固垂直切口进行有限元分析。优化三个输入参数对稳定性设计的影响是分析的关键要素。我们比较了三种设计优化技术得到的结果;田口的实验设计(DOE),遗传算法(GA)和粒子群优化(PSO)。考虑钉长与墙高比(A)、钉倾角(B)和垂直间距(C)三个输入因素对稳定性设计的影响,通过改变参数变量,建立并获得具有统计学意义的土钉墙参数优化数学模型。其目的是使安全系数的单一目标函数最小化,并在所有可能性中确定设计的最优参数。使用MINITAB 18软件进行DOE方法和结果分析,在MATLAB中编码实现GA和PSO算法分析。结果表明,长度9m、竖向间距2m、倾斜度10°是安全系数最小的最优组合。研究结果表明,这三种方法都能达到最小响应的最佳组合。
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Techniques for Optimizing Parameters of Soil Nailed Vertical Cut
Abstract In this paper a finite-element analysis was carried out using Plaxis2D software to model a vertical cut reinforced by nails. Optimization of the effect of three input parameters on stability design is a key element of the analysis. We compare results obtained by three techniques of design optimization; Taguchi’s Design of Experiment (DOE), Genetic Algorithm (GA) and Particle Swarm Optimization (PSO). The effect of three input factors on stability design was considered: nail length to wall height ratio (A), nail inclination (B) and vertical spacing (C). By altering the parameter variables, the design served to build and acquire a statistically significant mathematical model for optimizing soil nailing wall parameters. The aim is to minimize a single objective function of safety factor and identify the optimal parameters of design among all possibilities. DOE method and result analysis were carried out using MINITAB 18 software, while GA and PSO algorithm analysis were implemented by coding in MATLAB. According to the results, it was found that 9m of length, 2m of vertical spacing and 10° of inclination is the optimal combination minimizing safety factor. The results produced from this study show that all three techniques arrive at the same optimal combination of minimum response.
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