简介概要

基于LQR的环形单级倒立摆稳定控制及实现

来源期刊:中南大学学报(自然科学版)2012年第9期

论文作者:刘浩梅 张昌凡

文章页码:3496 - 3501

关键词:环形倒立摆;LQR;稳定控制;实物控制

Key words:rotary inverted pendulum; LQR; stability control; hardware control

摘    要:为了研究环形单级倒立摆的稳定控制,采用拉格朗日方法推导出环形单级倒立摆系统的数学模型,并设计1个线性二次型最优控制算法控制器(LQR)。在保持权重矩阵R=1的条件下,通过实验不断调整权重矩阵Q中的参数Q11和Q33,得到Q和R最优取值。然后,对环形单级倒立摆的稳定控制进行仿真和实物控制。研究结果表明:倒立摆起摆迅速,稳定控制性能优良。

Abstract: In orger to study the stability control for the system of the single link rotary inverted pendulum, the mathematical model was firstly derived from Lagrange Equation and then a LQR controller was designed. Under the weight matrix R was equal to 1, the optimum control weight matrix Q and R were achieved by adjusting the values of Q11 and Q33. Simulation study and control of inverted pendulum hardware system were made. The results show that this system is quickly swigged up, and the stability control performance is excellent.

详情信息展示

基于LQR的环形单级倒立摆稳定控制及实现

刘浩梅,张昌凡

(湖南工业大学 电气与信息工程学院,湖南 株洲,412008)

摘 要:为了研究环形单级倒立摆的稳定控制,采用拉格朗日方法推导出环形单级倒立摆系统的数学模型,并设计1个线性二次型最优控制算法控制器(LQR)。在保持权重矩阵R=1的条件下,通过实验不断调整权重矩阵Q中的参数Q11和Q33,得到Q和R最优取值。然后,对环形单级倒立摆的稳定控制进行仿真和实物控制。研究结果表明:倒立摆起摆迅速,稳定控制性能优良。

关键词:环形倒立摆;LQR;稳定控制;实物控制

Stability control and realization of single link rotary inverted pendulum on LQR controller

LIU Hao-mei, ZHANG Chang-fan

(College of Electrical & Information Engineering, Hunan University of Technology, Zhuzhou 412008, China)

Abstract:In orger to study the stability control for the system of the single link rotary inverted pendulum, the mathematical model was firstly derived from Lagrange Equation and then a LQR controller was designed. Under the weight matrix R was equal to 1, the optimum control weight matrix Q and R were achieved by adjusting the values of Q11 and Q33. Simulation study and control of inverted pendulum hardware system were made. The results show that this system is quickly swigged up, and the stability control performance is excellent.

Key words:rotary inverted pendulum; LQR; stability control; hardware control

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