基于田口法、响应面法和NSGA-II的新型柔性XY微定位台优化设计

Minh Phung Dang, Thanh-Phong Dao, Hieu Giang Le
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引用次数: 1

摘要

设计了一种新型的柔性XY微定位平台,用于纳米压痕测试中材料样品的定位。本文旨在对所提出的阶段进行设计和优化。采用四杆放大机构放大工作台的工作行程。为了提高舞台的性能,采用田口法(TM)、响应面法(RSM)和非支配排序遗传算法II (NSGA-II)相结合的方法对舞台的几何参数进行优化。首先,利用TM生成4个设计变量的实验数。然后,通过有限元分析获得输出位移和第一阶固有频率。然后,利用RSM建立了4个设计变量与两种响应之间的数学方程。最后,根据数学方程,采用NSGA-II来确定最优参数。结果表明,优化后的y轴位移约为3.862 mm,第一固有频率约为45.983。有限元分析结果与预测结果吻合较好。结果表明,该方法对工程优化问题具有较高的可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Design of a New Compliant XY Micro positioning Stage for Nanoindentation Tester Using Efficient Approach of Taguchi Method, Response Surface Method and NSGA-II
A new compliant XY micropositioning stage is designed for locating a material sample during nanoindentation tester. This paper aims to design and optimize the proposed stage. The working travel of proposed stage is amplified via using the four-lever amplification mechanism. To improve the performances of the stage, the geometric parameters are optimized by an integration method of Taguchi method (TM), response surface method (RSM) and nondominated sorting genetic algorithm II (NSGA-II). Firstly, the number of experiment of four design variables were created by the TM. Subsequently, the output displacement and the first natural frequency are retrieved by finite element analysis (FEA). Then, the mathematical equations between four design variables and both responses is established by using the RSM. Eventually, based on mathematical equations, the NSGA-II is adopted to determine the optimal parameters. The results indicated that the optimized y-axis displacement was about 3.862 mm and the first natural frequency was approximately 45.983. The results of FEA validations are in a good agreement with the predicted results from the proposed approach. This result indicated that the integrated proposed approach ensures a high reliability for engineering optimization problems.
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