Applied LPV control exploiting the separation principle for the single axis positioning of an industrial manipulator

F. Saupe, H. Pfifer
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引用次数: 9

Abstract

This paper describes the application of linear parameter varying (LPV) control design to the positioning control of the first axis of an industrial manipulator. The manipulator is modeled as a single flexible joint robot. The parameter dependency of the manipulator dynamics results from movements of the other axes. They determine the inertia that has to be moved by the first axis. The controller is designed via a mixed sensitivity weighting scheme for LPV control. Structural properties of the weighting scheme allow the application of the separation principle. By splitting the synthesis problem into an observer and a state feedback problem, the complexity of the convex optimization problem which has to be solved is greatly reduced. A multistage parameter optimization is employed to tune the control system. Finally, the design is compared to an output feedback PID and an ad-hoc gain-scheduled observer based PI state feedback controller on a real-time testbed with a KUKA standard industrial manipulator.
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利用分离原理将LPV控制应用于工业机械手的单轴定位
本文介绍了线性变参数控制设计在工业机械臂第一轴定位控制中的应用。该机械手被建模为单柔性关节机器人。机械臂动力学的参数依赖性是由其他轴的运动引起的。它们决定了沿第一个轴移动的惯量。采用混合灵敏度加权方案设计了LPV控制控制器。称重方案的结构特性允许应用分离原理。通过将综合问题分解为观测器问题和状态反馈问题,大大降低了需要求解的凸优化问题的复杂性。采用多级参数优化方法对控制系统进行整定。最后,在KUKA标准工业机械臂的实时试验台上,将该设计与输出反馈PID和基于自适应增益调度观测器的PI状态反馈控制器进行了比较。
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