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Application of Laguerre based adaptive predictive control to Shape Memory Alloy (SMA) actuators

机译:基于Laguerre的自适应预测控制在形状记忆合金(SMA)执行器中的应用。

摘要

This paper discusses the use of an existing adaptive predictive controller to control some Shape Memory Alloy (SMA) linear actuators. The model consists in a truncated linear combination of Laguerre filters identified online. The controller stability is studied in details. It is proven that the tracking erroris asymptotically stable under some conditions on the modelling error. Moreover, the tracking error converge toward zero for step references, even if the identified model is inaccurate. Experimentalcresults obtained on two different kind of actuator validate the proposed control. They also show that it is robust with regard to input constraints.
机译:本文讨论了如何使用现有的自适应预测控制器来控制某些形状记忆合金(SMA)线性致动器。该模型包含在线识别的Laguerre滤波器的截断线性组合。详细研究了控制器的稳定性。实践证明,在某些条件下,跟踪误差在建模误差上是渐近稳定的。此外,即使所识别的模型不准确,对于步距参考,跟踪误差也将收敛于零。在两种不同类型的执行器上获得的实验结果验证了所提出的控制方法。他们还表明,它在输入约束方面很强大。

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