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Point trajectory planning of flexible redundant robot manipulators using genetic algorithms

机译:基于遗传算法的柔性冗余机器人机械手点轨迹规划

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摘要

The paper focuses on the problem of point-to-point trajectory planning for flexible redundant robot manipulators (FRM) in joint space. Compared with irredundant flexible manipulators, a FRM possesses additional possibilities during point-to-point trajectory planning due to its kinematics redundancy. A trajectory planning method to minimize vibration and/or executing time of a point-to-point motion is presented for FRMs based on Genetic Algorithms (GAs). Kinematics redundancy is integrated into the presented method as planning variables. Quadrinomial and quintic polynomial are used to describe the segments that connect the initial, intermediate, and final points in joint space. The trajectory planning of FRM is formulated as a problem of optimization with constraints. A planar FRM with three flexible links is used in simulation. Case studies show that the method is applicable.
机译:本文重点研究关节空间中柔性冗余机器人操纵器(FRM)的点对点轨迹规划问题。与冗长的柔性机械手相比,FRM由于其运动学上的冗余性,在点对点轨迹规划中拥有更多的可能性。提出了一种基于遗传算法(GAs)的最小化点对点运动的振动和/或执行时间的轨迹规划方法。运动学冗余作为规划变量集成到所提出的方法中。四次多项式和五次多项式用于描述连接关节空间中的初始,中间和最终点的线段。 FRM的轨迹规划被表述为具有约束的优化问题。在仿真中使用具有三个灵活链接的平面FRM。案例研究表明该方法是适用的。

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