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基于LQR性能和形状计算的最优执行器设计

Optimal actuator design for vibration control based on LQR performance and shape calculus

University of Waterloo(滑铁卢大学);Imperial College London(帝国理工学院);Technical University of Vienna(维也纳工业大学)

M. Sajjad Edalatzadeh, Dante Kalise, Kirsten A. Morris, Kevin Sturm

AI总结:

本文基于LQR性能和形状计算,研究了振动控制问题中执行器形状的优化设计,通过拓扑导数和水平集方法提出了一种抽象框架,用于解决无限维优化问题,并通过欧拉-伯努利梁模型进行了数值示例。

摘要:

针对振动控制问题,计算了最优执行器设计。根据所得到线性二次调节器(LQR)闭环性能和执行器尺寸的惩罚项,对执行器形状进行优化。通过形状计算和LQR性能指数的拓扑导数,找到最优执行器形状。提出了一种基于无限维优化理论的抽象框架,用于优化执行器形状和相关控制问题。通过水平集方法对执行器形状的最优性条件进行了数值实现。给出了一个示例,展示了针对欧拉-伯努利梁模型的执行器设计。

英文摘要:

Optimal actuator design for a vibration control problem is calculated. The actuator shape is optimized according to the closed-loop performance of the resulting linear-quadratic regulator and a penalty on the actuator size. The optimal actuator shape is found by means of shape calculus and a topological derivative of the linear-quadratic regulator (LQR) performance index. An abstract framework is proposed based on the theory for infinite-dimensional optimization of both the actuator shape and the associated control problem. A numerical realization of the optimality condition is presented for the actuator shape using a level-set method for topological derivatives. A Numerical example illustrating the design of actuator for Euler-Bernoulli beam model is provided.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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