Intergrated optimization design for ultra-precision active vibration isolation platform based on the genetic algorithm

Zhang Yi, Xia Min-min, Zhang Hu, Fang Zi-fan, Zhu Da-lin
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Abstract

This paper presents an approach to integrate structural and control parameters optimization for an active vibration isolation system based on the elitist strategy genetic algorithm. This method, which takes the total weighted root mean square of the acceleration of isolation platform, the dynamic deflection of isolation system and the dynamic displacement of the base as optimization performance indicators, combines mechanical structure design and LQG controller design for integrated optimization of active vibration isolation system. The theoretical analysis and simulation results demonstrate that the method can effectively improve the isolation effect of active vibration isolation system.
基于遗传算法的超精密主动隔振平台集成优化设计
提出了一种基于精英策略遗传算法的主动隔振系统结构参数与控制参数集成优化方法。该方法以隔振平台加速度、隔振系统动态挠度和基座动态位移的总加权均方根为优化性能指标,将机械结构设计与LQG控制器设计相结合,对主动隔振系统进行综合优化。理论分析和仿真结果表明,该方法能有效提高主动隔振系统的隔振效果。
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