取样率对微型科尔斯基棒实验重现性和准确性的影响

IF 0.5 Q4 ENGINEERING, MECHANICAL
Thomas H. Hannah, V. Martin, Stephen Ellis, Reuben H. Kraft
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引用次数: 0

摘要

这项工作的目的是开发和验证一种方法,用于定量分析从科尔斯基棒实验中收集的数据,并通过将其与有限元(FE)模型进行比较来确认其有效性。本研究还旨在通过比较两种不同数据采集设置在相同尺寸实验装置上的结果,证明在微型科尔斯基棒(本研究中使用的直径为 3.16 毫米)中需要更高的样本捕获率。我们发现,在小规模系统上准确描绘实验结果所需的采样捕获率至少为 400 kHz,远高于通常假设的大棒系统。最后,介绍了一种评估结果的统计方法,并对该方法进行了扩展,使其不再依赖实验人员的知识和经验来解释数据。在本研究中对两种不同的系统采用这种分析技术后,我们发现加载条件的可重复性提高了 3.5 倍以上,样品应力曲线的标准偏差降低了 20 兆帕,从而证实了更高质量频率捕获率的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of Sampling Rate on Reproducibility and Accuracy of Miniature Kolsky Bar Experiments
The purpose of this work is to develop and verify a method for quantitatively analyzing data collected from Kolsky bar experiments and to confirm its validity by comparing it to a finite element (FE) model. This study also aims to demonstrate the need for higher sample rate capture in miniature Kolsky bars, 3.16mm diameter used in this work, by comparing results from two different data acquisition setups on identically sized experimental setups. We identified that the sample capture rate needed to accurately depict experimental results on small scale systems is at least 400 kHz, which is far greater than what is typically assumed for lager bar systems. Finally, a statistical method for evaluating results is presented an expanded upon which removes the dependence on the knowledge and experience of the experimentalist to interpret the data. Using this analysis technique on the two different systems examined in this study, we find upwards of 3.5 times better loading condition reproducibility and up to a 20 MPa reduction in the standard deviation of the sample stress profile, confirming the need for higher quality frequency capture rates.
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来源期刊
CiteScore
1.60
自引率
16.70%
发文量
12
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