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Adaptive Filtered-X LMS algorithm for active vibration control on micron positioning stage

机译:自适应Filter-X LMS算法用于微米级定位台上的主动振动控制

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The objective of this study is to develop an active vibration control (AVC) system to suppress the relative displacement between lens set and granite platform using a micron positioning stage, installed between lens set and gantry. This control system applies Filtered-X LMS adaptive algorithm as the controller, and uses the vibration signal measured by accelerometer as input signal to generate a control signal that drives piezoelectric actuator to produce anti-force to suppress vibration of the micron positioning stage. The goal of this study is to reduce 50% amplitude of the horizontally relative displacement between the lens set and granite platform under a frequency range of 1 ∼ 10Hz. Through the experiments of active control, it was verified that the vibration of stage is effectively decreased to 2 ∼ 4μm from 12 ∼ 20μm after control under the proposed frequency range.
机译:这项研究的目的是开发一种主动振动控制(AVC)系统,该系统使用安装在透镜组和机架之间的微米定位台来抑制透镜组和花岗岩平台之间的相对位移。该控制系统采用Filtered-X LMS自适应算法作为控制器,并使用加速度计测得的振动信号作为输入信号来生成控制信号,该信号驱动压电致动器产生反作用力以抑制微米级定位台的振动。这项研究的目的是在1到10Hz的频率范围内将镜片组和花岗岩平台之间的水平相对位移减小50%。通过主动控制的实验,验证了在所建议的频率范围内,平台的振动从控制后的12到20μm有效降低到2到4μm。

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