基于多面体集的不确定系统鲁棒跟踪MPC镇定

W. Hamdi, Wissal Bey, N. Braiek
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摘要

本文研究了具有附加不确定性的约束离散时间系统的模型预测控制(MPC),用于跟踪参考系统。跟踪MPC问题将适用于约束不确定系统的控制律分配到给定目标系统。但是,当目标工作点发生变化时,可能会失去控制器的可行性,导致控制器无法对参考点进行跟踪。本文介绍了一种用于跟踪变化系统参考点的新型MPC。主要问题在于最小化补偿原始系统状态与参考系统状态之间误差的代价,考虑到跟踪的多面体不变量集作为扩展的终端约束。通过两个实例对所提控制器的性能进行了测试。仿真结果表明,所提出的跟踪MPC在控制性能上成功地实现了鲁棒跟踪。
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Robust tracking MPC for uncertain system stabilisation using polyhedral sets
This paper is dedicated to the model predictive control (MPC) for constrained discrete time systems with additive uncertainties to track a references system. The tracking MPC problem distribute a control law appropriate for regulating constrained uncertain system to a given target system. Though, when the target operating point changes, the feasibility of the controller may be lost and the controller miss to track the reference. In this paper, a novel MPC for tracking variation system references is introduced. The main issue consist to minimizing a cost that penalizes the error between the state of the original system and the reference system state, taking into account, an polyhedral invariant set for tracking is considired as extended terminal constraint. The properties of the proposed controller has been tested in two example. Simulation results show that the proposed tracking MPC successfully achieves robust tracking in terms of control performance.
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