使用五参数模型完成动态物理系统的识别

D. Maiti, Mithun Chakraborty, A. Konar
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引用次数: 0

摘要

系统识别在科学和工程中具有重要的意义。这一贡献提出了一个简单而优雅的方案,用于识别分数阶动态系统基于其对标准激励的观察响应。我们的方法包括获得和求解一组联立线性方程,这些方程将参数连接起来,以产生期望的估计。为了尽量减少噪音的影响,我们对格伦瓦尔德-列特尼科夫定义进行了深入的分析,据我们所知,我们是第一个这样做的人。结果表明,该方法即使对错误数据也有很高的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Complete identification of dynamic physical systems using a five parameter model
System identification is important in science and engineering. This contribution proposes a simple yet elegant scheme for identifying a fractional order dynamic system based on its observed response to a standard excitation. Our approach consists in obtaining and solving a set of simultaneous linear equations connecting the parameters to yield the desired estimates. To minimise the effect of noise, we have performed an in-depth analysis of the Grunwald-Letnikov definition and, as far as we know, are the first ones to do so. Results show that the proposed method offers a very high degree of accuracy even for erroneous data.
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