用GL分数阶导数的离散时间Laguerre近似对一个简单分数阶电路进行建模和辨识

R. Stanisławski, W. Czuczwara, K. Latawiec, M. Lukaniszyn, R. Kopka
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引用次数: 3

摘要

本文提出了一种用分数阶微分方程描述的简单电路的建模和辨识的新方法。利用基于Laguerre滤波器的有效离散时间模型对Grunwald-Letnikov分数阶导数进行近似,得到一个新的离散时间整阶方程来模拟所考虑的电路。在实际实验数据上验证了该电路的建模和参数估计精度高,计算量适中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and identification of a simple fractional-order circuit via discrete-time Laguerre approximation to the GL fractional-order derivative
This paper presents a new method for modeling and identification of a simple electric circuit described by fractional-order differential equation. The Grunwald-Letnikov fractional-order derivative is approximated by its effective discrete-time model based on Laguerre filters, giving rise to a new discrete-time integer-order equation modeling the considered electric circuit. High accuracy of modeling and parameter estimation for the circuit, under moderate computational effort, is verified on a real-life experimental data.
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