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Adaptive fuzzy sliding mode control of X-Y platform driven by shape memory alloy

机译:形状记忆合金驱动的X-Y平台自适应模糊滑模控制

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This study describes an X-Y platform driven by SMAs. The advantages of this platform are a simple mechanism design, low power consumption, and low cost. Unlike servo motor control, SMA can undergo thermoelastic martensitic transformation through increases in temperature above a certain level, which results in a pulling force that drives the platform. In the system described herein, an optical sensor is used to track the movements of the platform, which are then sent to a digital signal processor. An adaptive fuzzy sliding mode controller with parameters that are tuned online using the gradient descent method is used to enable the optimal tracking control of the X-Y platform.
机译:这项研究描述了由SMA驱动的X-Y平台。该平台的优点是机构设计简单,功耗低,成本低。与伺服电动机控制不同,SMA可以通过将温度升高到一定水平以上来进行热弹性马氏体转变,从而产生驱动平台的拉力。在本文所述的系统中,光学传感器用于跟踪平台的运动,然后将其发送到数字信号处理器。具有参数的自适应模糊滑模控制器使用梯度下降法在线调整,用于实现X-Y平台的最佳跟踪控制。

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