采用一种新的鲁棒模型预测控制策略对倒立摆系统进行控制

Meysam Ghanavati, V. J. Majd, Malek Ghanavati
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引用次数: 8

摘要

提出了一种针对单倒立摆系统的预测控制器设计方法。设计目标是在存在参数变化和测量白噪声的情况下使摆摆处于倒立位置,利用线性化技术将SIP系统模型转化为线性多面体系统。由于需要对系统状态进行估计,在考虑白噪声的情况下,提出了一种新的鲁棒模型预测控制策略。仿真结果表明了闭环系统对参数变化和测量白噪声的鲁棒性。
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Control of Inverted Pendulum system by using a new robust model predictive control strategy
This paper presents a method to design a predictive controller for a single Inverted Pendulum (SIP) system. The design goal is to balance the pendulum in the inverted position in the presence of parameter variations and measurement white noise Using linearization technique, the model of SIP system is transformed to a linear polytopic system. Since we need to estimation of states, a new robust model predictive control (RMPC) strategy is developed for this system with considering white measurement noise. Simulation results are presented to show the robustness of the closed-loop system against parameter variations and measurement white noise.
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