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Modeling and optimal design for static shape control of smart reflector using simulated annealing algorithm

机译:基于模拟退火算法的智能反射镜静态形状控制建模与优化设计

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This article presents a finite element formulation for static shape control and optimal design of smart reflector with distributed piezoelectric actuators. The finite element model is developed based on the higher-order shear deformation theory where the displacement field in the model accounts for a parabolic distribution of the shear strain, and the shear correction factor is not involved. The Hamilton variational principle is used to formulate the governing equation of the system. A four-node element with seven mechanical degrees of freedom for each node and one electrical potential degree of freedom for each piezoelectric actuator element is used in the finite element formulation. The optimization model for finding the optimal control voltages is derived, and the control voltages can be determined using Lagrange multipliers. The optimal design of actuator locations using simulated annealing algorithm is also investigated. Finally, numerical examples are given to demonstrate the effectiveness of the present model and optimization scheme. The obtained results show that the use of piezoelectric actuators for static shape control of smart reflector can greatly improve the root mean square error, and the optimal location of actuators can be determined effectively using simulated annealing algorithm.
机译:本文提出了一种用于静态形状控制的有限元公式,并提出了带有分布式压电致动器的智能反射器的优化设计。基于高阶剪切变形理论开发有限元模型,其中模型中的位移场占剪切应变的抛物线分布,并且不涉及剪切校正因子。汉密尔顿变分原理用于制定系统的控制方程。在有限元公式中使用了四节点元件,每个节点具有七个机械自由度,每个压电致动器元件具有一个电位自由度。推导用于找到最佳控制电压的优化模型,并且可以使用拉格朗日乘数确定控制电压。还研究了使用模拟退火算法优化执行机构位置的方法。最后,通过算例说明了该模型和优化方案的有效性。所得结果表明,将压电致动器用于智能反射器的静态形状控制可以大大改善均方根误差,并且可以使用模拟退火算法有效地确定致动器的最佳位置。

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