Model identification of Time-Varying Diffusive Systems

M. Atienza, L. Kowalski, S. Gorreta, J. Pons-Nin, V. Jimenez, Manuel Domínguez Pumar
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引用次数: 2

Abstract

This paper presents a characterization method based on diffusive representation for a class of linear or nonlinear time-varying diffusive systems. The system variation with time may come as a result of the own actuation over the device or as a result of an external disturbance. Experimental results for both cases are presented. This method has been tested on a prototype of the REMS thermal wind anemometer for Mars atmosphere in which the time variation is induced by wind changes in a wind tunnel. The same method is also applied to model the nonlinear charge trapping dynamics of a contactless MEMS capacitor, in which the system variation with time comes from the nonlinear dependence on the applied voltages. In both cases, the obtained state-space models are able to reproduce and predict the behavior of the devices under arbitrary excitations.
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时变扩散系统的模型辨识
针对一类线性或非线性时变扩散系统,提出了一种基于扩散表示的表征方法。系统随时间的变化可能是由于设备本身的驱动或外部干扰的结果。给出了两种情况下的实验结果。该方法已在火星大气的REMS热风速计样机上进行了测试,其中时间变化是由风洞中的风变化引起的。同样的方法也应用于非接触式MEMS电容器的非线性电荷捕获动力学建模,其中系统随时间的变化来源于施加电压的非线性依赖。在这两种情况下,所获得的状态空间模型都能够再现和预测任意激励下器件的行为。
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