基于lmi的线性变参数系统增益调度ILC设计

W. Paszke, E. Rogers, K. Gałkowski
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引用次数: 2

摘要

本文研究了状态空间模型矩阵为变参数向量函数的系统的迭代学习控制律的设计。利用重复过程设置来开发基于线性矩阵不等式的程序,用于计算增益调度反馈和前馈(学习)控制器。这些控制器分别保证了在试验过程中可接受的动态,并确保了试验误差动态的单调收敛。给出了一个仿真实例来说明理论进展。
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LMI-based gain scheduled ILC design for linear parameter-varying systems
This paper considers the design of iterative learning control laws for systems whose state-space model matrices are functions of a vector of varying parameters. The repetitive process setting is exploited to develop a linear matrix inequality based procedure for computing gain-scheduling feedback and feedforward (learning) controllers. These controllers guarantee acceptable dynamics along the trials and ensure monotonic convergence of the trial-to-trial error dynamics, respectively. A simulation example is given to illustrate the theoretical developments.
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