约束LPV系统的准最小-最大模型预测控制

Hoai‐Nam Nguyen, R. Bourdais
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引用次数: 0

摘要

针对具有状态约束和控制约束的多面体线性变参离散系统,提出了一种新的模型预测控制器。假设时变参数是在线测量的,但它们的未来行为是不确定的,并且包含在给定的多面体中。其主要思想是利用插值技术得到合适的终端约束集和合适的终端代价,并结合一步模型预测控制器。在每个时刻在线求解一个二次规划问题。给出了递归可行性和渐近稳定性的证明。
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Quasi-min-max model predictive control for constrained LPV systems
This paper proposes a novel model predictive controller for polytopic linear parameter-varying (LPV) discrete-time systems with state and control constraints. It is assumed that the time-varying parameters are measured online, but their future behavior is uncertain and contained in a given polytope. The main idea is to use an interpolation technique to obtain a suitable terminal constrained set and suitable terminal cost together with one-step model predictive controller. At each time instant a quadratic programming problem is solved on-line. Proofs recursive feasibility and asymptotic stability are given.
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