直角工业机器人结构框架的参数化优化方法

Q4 Engineering
Filip Gwardecki, P. Falkowski
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引用次数: 0

摘要

本文提出了一种用响应面法进行参数优化的方法。该过程是基于笛卡尔工业机器人结构框架的设计进行的。所提出的装置是专门为真正的工业取放应用。首先,对案例研究进行了描述,并提供了所涉及组件的相关信息。然后,讨论了带约束和载荷的有限元模型,以及响应面优化的设置。模拟过程包括了所有阶段,并提供了必要的细节。考虑了六种生成响应面的方法。给出了各参数对最终优化结果和预测精度的影响。最后,为了验证该工艺的结果,对装置进行了静力结构分析。比较了采用不同的响应面生成方法对参数优化结果的影响。此外,它还指出了由建筑型材构成的动态加载单元的最脆弱的片段。其结果可用于在类似应用中选择适当的设置,主要用于框架结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Approach Towards Parametric Optimisation of Construction Frames for Cartesian Industrial Robots
The paper presents an approach to parametric optimization with response surface methodology. This process was performed based on the design of a construction frame for a Cartesian industrial robot. The presented installation is dedicated to the real industrial pick-and-place application. Firstly, the case study was described with relevant information about the components involved. Then, the finite element model with constraints and loads, as well as the settings of the response surface optimization were discussed. The simulation was presented to the reader within all the stages with necessary details. Into consideration were taken six methods of creating response surfaces. Influence on the final optimization result and prediction accuracy of each one was presented. In the end, to validate the outcomes of the process, the static structural analysis of the setup was computed.The paper compares the impact of applying different methods of response surface generation on the results of parametric optimization. Moreover, it indicates the most vulnerable fragments of dynamically loaded elements made of construction profiles. Its results may be used to select appropriate settings in similar applications, mainly for frame structures.
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来源期刊
Journal of Automation, Mobile Robotics and Intelligent Systems
Journal of Automation, Mobile Robotics and Intelligent Systems Engineering-Control and Systems Engineering
CiteScore
1.10
自引率
0.00%
发文量
25
期刊介绍: Fundamentals of automation and robotics Applied automatics Mobile robots control Distributed systems Navigation Mechatronics systems in robotics Sensors and actuators Data transmission Biomechatronics Mobile computing
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