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Reference Trajectory Optimization for an Industrial Robot

机译:工业机器人的参考轨迹优化

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In this paper a novel approach for the industrial robot reference trajectory optimization is presented. The proposed method ensures that predefined accuracy is met, data complexity is reduced and transfer time from an external device to the robot's controller is minimized. Various approximation algorithms for the desired motion trajectory are considered. In order to determine the most suitable one quantitative criteria is proposed, enabling high performance of an industrial robot while limiting deviations from the given trajectory. The experiment was conducted using collaborative industrial robot YuMi (ABB). It was shown that the proposed Q criterion of optimality provides deterministic rules and ranking for choosing an appropriate approximation algorithm.
机译:本文提出了一种新型的工业机器人参考轨迹优化方法。所提出的方法确保满足预定义的精度,减少数据复杂性,并最小化从外部设备到机器人控制器的传输时间。考虑了用于期望运动轨迹的各种近似算法。为了确定最合适的一种定量标准,提出了一种工业机器人的高性能,同时限制了与给定轨迹的偏差。该实验是使用协作工业机器人YuMi(ABB)进行的。结果表明,所提出的最优性Q准则为选择合适的近似算法提供了确定性规则和等级。

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