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Non-linear optimal control for multi-DOF electro-hydraulic robotic manipulators

机译:多自由度电液机器人机械手的非线性最优控制

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摘要

A non-linear optimal (H-infinity) control approach is proposed for the dynamic model of multi-degree-of-freedom (DOF) electro-hydraulic robotic manipulators. Control of electro-hydraulic manipulators is a non-trivial problem because of their non-linear and multi-variable dynamics. In this study, the considered robotic system consists of a multi-link robotic manipulator that receives actuation from rotary electro-hydraulic drives. The article's approach relies first on approximate linearisation of the state-space model of the electro-hydraulic manipulator, according to first-order Taylor series expansion and the computation of the related Jacobian matrices. For the approximately linearised model of the manipulator, a stabilising H-infinity feedback controller is designed. To compute the controller's gains, an algebraic Riccati equation is solved at each time-step of the control algorithm. The global stability properties of the control scheme are proven through Lyapunov analysis. The proposed control method retains the advantages of typical optimal control, i.e. fast and accurate tracking of the reference setpoints under moderate variations of the control inputs.
机译:针对多自由度(DOF)电动液压机械手的动力学模型,提出了一种非线性最优(H-∞)控制方法。电动液压机械手的控制是一个重要的问题,因为它们具有非线性和多变量动力学特性。在这项研究中,所考虑的机器人系统由多连杆机器人机械手组成,该机械手从旋转电动液压驱动器接收致动。本文的方法首先根据一阶泰勒级数展开和相关雅可比矩阵的计算,对电动液压机械手的状态空间模型进行近似线性化。对于机械手的近似线性化模型,设计了稳定的H-∞反馈控制器。为了计算控制器的增益,在控制算法的每个时间步都求解了代数Riccati方程。通过Lyapunov分析证明了该控制方案的全局稳定性。所提出的控制方法保留了典型最佳控制的优点,即在控制输入的适度变化下快速而准确地跟踪参考设定值。

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