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首页> 外文期刊>Automation Science and Engineering, IEEE Transactions on >A Real-Time Algorithm for Determining the Optimal Paint Gun Orientation in Spray Paint Applications
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A Real-Time Algorithm for Determining the Optimal Paint Gun Orientation in Spray Paint Applications

机译:确定喷涂应用中最佳喷枪方向的实时算法

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摘要

In this paper, we present a method for increasing the speed at which a standard industrial manipulator can paint a surface. The approach is based on the observation that a small error in the orientation of the end effector does not affect the quality of the paint job. It is far more important to maintain constant velocity throughout the trajectory. We consider the freedom in the end-effector orientation as functional redundancy and represent the restriction on the orientation error as barrier functions or linear matrix inequalities. In doing this, we cast the problem of finding the optimal orientation at every time step into a convex optimization problem that can be solved very efficiently and in real time. We show that the approach allows the end effector to maintain a higher constant velocity throughout the trajectory guaranteeing uniform paint coating and substantially reducing the time needed to paint the object.
机译:在本文中,我们提出了一种提高标准工业机械手涂漆表面速度的方法。该方法基于以下观察结果:末端执行器的方向上的小误差不会影响喷涂作业的质量。在整个轨迹上保持恒定的速度要重要得多。我们将末端执行器方向的自由度视为功能冗余,并将对方向误差的限制表示为势垒函数或线性矩阵不等式。在此过程中,我们将在每个时间步长上找到最佳方向的问题转换为可以非常有效且实时地解决的凸优化问题。我们证明了这种方法可以使末端执行器在整个轨迹上保持较高的恒定速度,从而确保均匀的涂料涂层并大大减少了喷涂物体所需的时间。

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