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Automated and Cycle Time Optimized Path Planning for Robot-Based Inspection Systems

机译:基于机器人的检查系统的自动化和周期时间优化路径规划

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Robot-based inspection systems, consisting of a standard industrial robot and an optical 3D sensor, increasingly gain importance within production in order to quantify the quality of products. These systems show advantages in terms of costs, flexibility and in-line capability. Based on the inspection plan of a product, the robot path for the inspection system is currently planned manually which is a very time consuming process. Consequently, an automated path planning algorithm generating a time optimized and collision-free path would improve the flexibility of robot-based inspection systems. The presented approach shows an automated and cycle time optimized path planning algorithm for robot-based inspection systems. This is realized by the probabilistic roadmap method applied on all measurement poses in combination with the A* search algorithm for the determination of weighted paths. Finally, the optimization of the path is reduced to a traveling salesman problem which is solved by the Christofides heuristic.
机译:由机器人组成的检查系统由标准的工业机器人和光学3D传感器组成,在生产中越来越重要,以便量化产品质量。这些系统在成本,灵活性和在线能力方面显示出优势。根据产品的检查计划,当前需要手动计划检查系统的机器人路径,这是非常耗时的过程。因此,生成时间优化且无碰撞的路径的自动路径规划算法将提高基于机器人的检查系统的灵活性。提出的方法展示了一种基于机器人的检查系统的自动化且周期时间最优化的路径规划算法。这是通过将概率路线图方法应用于所有测量姿势并结合A *搜索算法来确定加权路径来实现的。最后,路径的优化归结为一个旅行商问题,该问题由Christofides启发式方法解决。

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