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Optimal robot positioning using task-dependent and direction-selective performance indexes: General definitions and application to a parallel robot

机译:使用任务相关和方向选择性能指标的最佳机器人定位:通用定义及其在并行机器人上的应用

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摘要

Performance evaluation is an important issue for optimal robot positioning within workcells. Performance indexes can provide essential contributions to such an evaluation, in particular if they can account for the specific task with respect to which the optimization is carried out. This paper introduces a performance index for parallel manipulators called task-dependent performance index (TPI), which explicitly accounts for both robot kinematics and task geometrical features. It is proved that TPI can provide accurate evaluation of robot performances in executing specific tasks. Hence, optimal robot/task relative positioning can be straightforwardly achieved by maximizing the proposed TPI. The TPI formulation is based on the one of direction-selective performance index (DSI) that is here extended to evaluate parallel manipulator translational capabilities along generic directions. In particular, the TPI definition explicitly accounts for the length and direction of the sequence of translations to be accomplished by a robot to carry out a task. As a proof of concept, the TPI formulation has been here employed in a maximization algorithm in order to optimize the location of some pick-and-place tasks within the workspace of an industrial 4-RUU parallel robot. The experimental results collected provide adequate evidence of the effectiveness of the proposed index and of its usefulness in optimal robot positioning.
机译:性能评估是在工作单元中优化机器人定位的重要问题。性能指标可以为这种评估提供重要的贡献,特别是如果它们可以说明执行优化所针对的特定任务。本文介绍了一种并联机器人的性能指标,称为任务相关性能指标(TPI),该指标明确说明了机器人运动学和任务几何特征。事实证明,TPI可以准确评估执行特定任务时的机器人性能。因此,可以通过最大化建议的TPI来直接实现最佳的机器人/任务相对定位。 TPI公式基于方向选择性性能指数(DSI)之一,此处已扩展为评估沿通用方向的并联机械手平移能力。特别是,TPI定义明确说明了翻译序列的长度和方向,翻译序列由机器人执行任务来完成。作为概念验证,TPI公式在此处已用于最大化算法中,以优化工业4-RUU并行机器人工作空间内某些放置任务的位置。收集的实验结果为所提出的索引的有效性及其在最佳机器人定位中的有用性提供了充分的证据。

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