Automated Planning of Workcell Layouts Considering Task Sequences

Timo Bachmann, Korbinian Nottensteiner, M. Roa
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引用次数: 2

Abstract

The initial design of a robotic workcell layout has a large impact on the feasibility and performance of the intended robotic tasks. We define this layout design as a constrained nonlinear optimization problem that aims to optimize the placement of workcell components by minimizing the distance traveled between task sequences while maximizing the robot’s manipulability. Suitable constraints guarantee the reachability as well as the absence of collisions. We solve this optimization problem via a genetic algorithm, and demonstrate it in three scenarios for a dual-arm robotic system that assembles product variants out of aluminum profiles.
考虑任务序列的工作单元布局的自动规划
机器人工作单元布局的初始设计对机器人任务的可行性和性能有很大的影响。我们将这种布局设计定义为一个约束非线性优化问题,其目的是通过最小化任务序列之间的距离来优化工作单元组件的放置,同时最大化机器人的可操作性。适当的约束保证了可达性和无冲突。我们通过遗传算法解决了这一优化问题,并在三种情况下展示了一个双臂机器人系统,该系统可以组装铝型材的产品变体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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