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Design of an Adaptive Force Controlled Robotic Polishing System Using Adaptive Fuzzy-PID

机译:自适应模糊PID设计自适应力控制机器人抛光系统

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In this paper, we designed the robotic polishing system for industrial polishing needs. The current robot polishing techniques are available for objects with CAD geometric models, but for an object whose geometric model is unavailable such as ceramic or clay pots, it is still a puzzle to derive robot polishing trajectories and force control. In our paper we designed a polishing system to polish any arbitrary objects by providing a rough robot trajectory and the polishing system will adjust its trajectory to maintain the desired contact force on the object. To perform the desired force tracking, the polishing system adopted an adaptive Fuzzy-PID controller to regulate its parameters and then actuated a stepper motor mounted on the tip center of the robot to the desired contact force. The designed system is capable to track the force with the overshoot less than 0.2 N and the response time less than 40 ms. The results dictated that the proposed controller is efficient in tracking the desired force with the indication of good polishing quality.
机译:在本文中,我们设计了用于工业抛光需求的机器人抛光系统。目前的机器人抛光技术可用于具有CAD几何模型的物体,但对于几何模型不可用的物体,例如陶瓷或粘土盆,仍然是导出机器人抛光轨迹和力控制的难题。在我们的论文中,我们设计了一种通过提供粗糙的机器人轨迹来抛光任何任意物体的抛光系统,并且抛光系统将调节其轨迹以保持对象上的所需接触力。为了执行所需的力跟踪,抛光系统采用自适应模糊PID控制器来调节其参数,然后致动安装在机器人的尖端中心的步进电动机到所需的接触力。设计的系统能够跟踪低于0.2n的过冲和响应时间小于40ms的力。结果决定了所提出的控制器在跟踪所需力的情况下,呈现出良好的抛光质量的指示。

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