可配置诊断模型在iir滤波器和Laguerre滤波器上的应用,用于发现连续动态对象的参数缺陷

V. D. Bloshchinskiy, S. V. Shalobanov, S. S. Shalobanov
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引用次数: 11

摘要

研究了基于可配置诊断模型,利用拉盖尔滤波器和IIR滤波器搜索连续动态对象中单参数缺陷的算法。提出了一种用于检测物体缺陷的标准化诊断符号。在所考虑的算法中,采用梯度法确定模型的参数。对这些算法的应用效果进行了对比分析。提出了一种定量评价诊断模型质量和使用这些诊断算法的有效性的方法。采用Scilab Xcos软件包对算法特性进行仿真研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application Of Configurable Diagnostic Models On IIR-filters And Laguerre Filters For Finding Parametric Defects In Continuous Dynamic Objects
Algorithms for searching for single parametric defects in continuous dynamic objects based on configurable diagnostic models using Laguerre filters and IIR filters are considered. A normalized diagnostic sign for detecting defects in an object is proposed. In the considered algorithms, the gradient method is used to determine the parameters of the models. A comparative analysis of the effectiveness of these algorithms application is given. A methodology for quantitative evaluation of the quality of diagnostic models and the effectiveness of the use these diagnostic algorithms is proposed. To simulate and study the characteristics of the algorithms, the Scilab Xcos software package is used.
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