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IETeasy:一种用于脉冲激励技术的开源低成本仪器,应用于通过声学和力学性能评估进行材料分类。

IETeasy: An open source and low-cost instrument for impulse excitation technique, applied to materials classification by acoustical and mechanical properties assessment.

作者信息

Massara Nazareno, Boccaleri Enrico, Milanesio Marco, Lopresti Mattia

机构信息

Università del Piemonte Orientale, Dipartimento di Scienze e Innovazione Tecnologica, Viale T. Michel 11, 15121 Alessandria, Italy.

出版信息

HardwareX. 2021 Sep 21;10:e00231. doi: 10.1016/j.ohx.2021.e00231. eCollection 2021 Oct.

Abstract

In the past twenty years, impulse excitation technique (IET) has become a widely diffused non-destructive technique in metal industry field. This success resides in its capability to determine with high precision and accuracy some elastic properties of materials, such as Young's modulus, shear modulus and Poisson's ratio. The technique, which is very fast and non-destructive, consists in exciting a sample by a mechanical input and registering the acoustic output that, once analyzed by Fast Fourier-Transformation (FFT), provides the resonant frequencies of the sample, with a fast data analysis procedure. The approach is thus very easy to be applied to most materials and cost and time effective. Despite these many advantages, IET is still an under exploited technique in academic research centres, that mainly rely on traditional destructive methods for the evaluation of such properties, for instance by the measurement of strain-stress curves. Commercial IET instruments, similarly to traditional ones, have costs spanning from many hundreds to thousands of dollars, limiting their diffusion in academic world but also in small companies with limited R&D or quality control expenses. Non-professional instruments can also give very precise results and can be successfully used in basic research and in quality control even if not certified as commercial ones. Moreover they can be easily customized according to specific user needs and sample features. Since no examples of low cost IET designs can still be found in the scientific literature, we fill the gap in this paper, giving instructions for a self-assembled instrument for IET analysis, with a cost in the range of 70-85 USD. Moreover, the collected calibration data are analyzed to prove that the instrument can be used for other purposes than the common elastic properties determination, but also for a fast and cheap material characterization exploiting a multivariate analysis approach. Calibration results show that IETeasy can be used in both academic and industrial field for quality control purposes as a low-cost, fast and efficient alternative to tensometers. Principal component analysis, applied in this paper for the first time to IET data analysis, was able to distinguish and classify steel from Al or Cu alloys from polymers, but also different steel grades, demonstrating its potential in massive and eventually automatic IET data analysis. Calculated mechanical properties fitted with good approximation the ranges expected for each sample.

摘要

在过去二十年中,脉冲激励技术(IET)已成为金属工业领域广泛应用的无损检测技术。其成功之处在于能够高精度、准确地测定材料的一些弹性特性,如杨氏模量、剪切模量和泊松比。该技术速度快且无损,通过机械输入激励样品,并记录声学输出,经快速傅里叶变换(FFT)分析后,可快速获得样品的共振频率。这种方法非常易于应用于大多数材料,且成本低、耗时少。尽管有诸多优点,但在学术研究中心,IET仍是一种未得到充分利用的技术,这些中心主要依靠传统的破坏性方法来评估此类特性,例如通过测量应力 - 应变曲线。与传统仪器类似,商用IET仪器的成本从数百美元到数千美元不等,这限制了它们在学术界以及研发或质量控制费用有限的小公司中的推广。非专业仪器也能给出非常精确的结果,即使未通过商用认证,也可成功用于基础研究和质量控制。此外,它们可根据特定用户需求和样品特征轻松定制。由于在科学文献中仍未找到低成本IET设计的实例,我们在本文中填补了这一空白,给出了一种用于IET分析的自组装仪器的说明,成本在70 - 85美元之间。此外,对收集到的校准数据进行分析,以证明该仪器不仅可用于常见的弹性特性测定,还可利用多元分析方法进行快速、廉价的材料表征。校准结果表明,IETeasy可作为低成本、快速且高效的应变仪替代品,用于学术和工业领域的质量控制。本文首次将主成分分析应用于IET数据分析,能够区分并分类钢与铝或铜合金以及聚合物,还能区分不同的钢种,证明了其在大量且最终自动的IET数据分析中的潜力。计算得到的力学性能与每个样品预期的范围拟合良好。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e42/9123443/f030b2542414/ga1.jpg

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