压电贴片梁的混合优化算法及振动主动控制

Yassin Belkourchia, L. Azrar, Es-Sadek Mohamed Zeriab
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引用次数: 4

摘要

本文的目的是阐述一种新的基于耦合方法的混合优化过程,以解决全局优化问题和主动振动控制。这种耦合是基于遗传算法、顺序二次规划和粒子群优化结合投影梯度算法。通过测试的解,证明了所提出的方法及其收敛性。将所提出的方法应用于有约束的压电致动器最优定位。测试结果表明,该算法具有很强的鲁棒性,可以成功地用于解决全局优化问题。基于得到的最优位置,阐述了多压电片梁的振动主动控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid optimization procedure and active vibration control of beams with piezoelectric patches
The aim of this paper is the elaboration of a new hybrid optimization procedure based on a coupling methodological approach for solving global optimization problem and active vibration control. This coupling is based on the genetic algorithm, the sequential quadratic programming and on the particle swarm optimization combined with a projected gradient algorithm. The proposed methodological approach and its convergence to the global solution are proved through the tested solutions. The proposed methodological approach is applied to constrained optimal piezoelectric actuators location. The test results indicate that the proposed algorithm is extremely robust and can be successfully used to solve global optimization problems. Based on the obtained optimal location, active vibration control of beams with multi-piezoelectric patches is elaborated.
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