基于电压控制策略的优化线性扩展状态观测器电驱动机械臂无模型控制

A. Saleki, M. Fateh
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引用次数: 1

摘要

提出了一种基于电压控制策略的机器人机械手控制新方法。本文的新颖之处在于提供了一个参数优化的无模型控制系统。这种方法不需要机器人及其电机的动力学方程和参数。利用线性扩展状态观测器对机器人各关节的不确定性和扰动进行估计,并分析了估计变量对实际变量的收敛性。在估计干扰后,采用比例控制器跟踪参考轨迹。利用粒子群算法确定了LESO和控制器的设计参数。仿真结果表明,所提出的无模型控制器在减小位置跟踪误差方面具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model Free Control of Electrically Driven Manipulator by Optimized Linear Extended State Observer, based on Voltage Control Strategy
This paper presents a new approach for robot manipulator control, based on voltage control strategy. The novelty of this paper is providing a model-free control system with optimized parameters. In this approach, it is not necessary to have dynamic equations and parameters of robot and its motors. Uncertainties and disturbances of each joint of the robot manipulator is estimated by a Linear Extended State Observer (LESO), and the convergence of estimated variables to actual variables has been analyzed. After estimating the disturbances, a proportional controller is used to tracking the reference trajectory. LESO and controller design parameters have been determined using the PSO algorithm. Simulation results depicted that the proposed model-free controller has a satisfactory performance for reducing the position tracking error.
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