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A mixed robust/optimal active vibration control for uncertain flexible structural systems with nonlinear actuators using genetic algorithm

机译:基于遗传算法的不确定非线性柔性执行器混合鲁棒/最优主动振动控制

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摘要

In this article, a mixed robust/optimal control approach is proposed to treat the active vibration control (or active vibration suppression) problems of flexible structural systems under the effects of mode truncation, linear time-varying parameter perturbations and nonlinear actuators. A new robust stability condition is derived for the flexible Structural system which is controlled by an observer-based controller and is subject to mode truncation, nonlinear actuators and linear structured time-varying parameter perturbations simultaneously. Based on the robust stability constraint and the minimization of a defined H, performance, a hybrid Taguchi-genetic algorithm (HTGA) is employed to find the optimal state feedback gain matrix and observer gain matrix for uncertain flexible structural systems. A design example of the optimal observer-based controller for a simply supported beam is given to demonstrate the combined application of the presented Sufficient condition and the HTGA.
机译:本文提出了一种混合鲁棒/最优控制方法来处理柔性结构系统在模式截断,线性时变参数摄动和非线性执行器的作用下的主动振动控制(或主动振动抑制)问题。推导了一种柔性结构系统的新的鲁棒稳定性条件,该系统由基于观察者的控制器控制,并同时受到模式截断,非线性执行器和线性结构时变参数的扰动。基于鲁棒的稳定性约束和定义的H性能的最小化,采用混合Taguchi遗传算法(HTGA)为不确定的柔性结构系统找到最优状态反馈增益矩阵和观察者增益矩阵。给出了用于简单支撑梁的基于最优观测器的控制器的设计示例,以演示所提出的充分条件和HTGA的组合应用。

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