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Robust control of constrained sector bounded lur'e systems with applications to nonlinear model predictive control

机译:约束扇区有界lur'e系统的鲁棒控制及其在非线性模型预测控制中的应用

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摘要

We consider the problem of controlling continuous-time sector bounded Lur'e systems subject to state and input constraints. First, we derive a linear static feedback law which stabilizes Lur'e systems with uncertain nonlinearities. The approach is then used to calculate the terminal region and the terminal penalty term for quasi-infinite horizon nonlinear model predictive control (NMPC). The results are further extended to a robustly stabilizing NMPC scheme and finally to an NMPC approach with low online computational demand which is based on the offline calculation of a set of ellipsoids and associated feedback laws. All controllers are calculated by solving linear matrix inequalities and satisfy state and input constraints. To illustrate their effectiveness the controllers are applied to a flexible link robotic arm and their properties are discussed by means of the obtained simulation results.
机译:我们考虑受状态和输入约束控制连续时间界界的Lur'e系统的问题。首先,我们推导了线性静态反馈定律,该定律稳定了具有不确定非线性的Lur'e系统。然后,该方法用于计算准无限地平线非线性模型预测控制(NMPC)的终端区域和终端惩罚项。结果进一步扩展到稳健的NMPC方案,最后扩展到具有低在线计算需求的NMPC方法,该方法基于一组椭球的离线计算和相关的反馈定律。通过求解线性矩阵不等式并满足状态和输入约束来计算所有控制器。为了说明其有效性,将控制器应用于柔性链接机械臂,并通过获得的仿真结果讨论了其性能。

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