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Impact of weighting matrices in the design of discrete optimal controller based on LQR technique for non-linear system

机译:加权矩阵对基于LQR技术的非线性系统离散最优控制器设计的影响

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This paper proposes the design of continuous and discrete optimal controller based on Continuous and Discrete time Linear Quadratic Regulator (CLQR and DLQR). The controllers have been implemented in Pneumatically Actuated Inverted Pendulum system which is basically non-linear in nature. The main aim is to design the optimal controllers with the given specification for the system and to study the impact of the weighting matrices on the behavior of the system for both the continuous and discrete. The performances of the controllers both for continuous and discrete system have been compared and evaluated with the presence of disturbance. Simulation studies have been made to show the effectiveness of the controllers for pendulum system. Finally the effects of weighting matrices in the optimal controller to control the pendulum system have been studied.
机译:本文提出了一种基于连续和离散时间线性二次调节器(CLQR和DLQR)的连续和离散最优控制器的设计。控制器已在气动倒立摆系统中实现,该系统本质上基本上是非线性的。主要目的是设计具有给定系统规格的最佳控制器,并研究加权矩阵对连续和离散系统的行为的影响。在存在干扰的情况下,已经比较并评估了连续和离散系统控制器的性能。仿真研究表明摆锤控制器的有效性。最后,研究了在最优控制器中控制矩阵加权对摆系统的影响。

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