Waveguide Microwave Imaging: Solids Volume Fraction of Particulate Materials

Brovko Alexander V.; Murphy Ethan K.; Yakovlev Vadim V.

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Waveguide Microwave Imaging: Solids Volume Fraction of Particulate Materials

机译：波导微波成像：颗粒材料的固体体积分数

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摘要

An original modeling-based microwave imaging technique for determining the volume fraction of solid material in dielectric powders is described. The desired characteristic is determined by analyzing S-parameter measurements in a waveguide containing the sample with the help of an artificial neural network trained by data from 3D FDTD simulation. The powder sample is represented by a mixture of air and millimeter-scale particles reproduced in the FDTD model. Computational tests with 20 to 40 mm cubic samples of SiC and ZrO2 powders in WR340 show that the solids volume fraction is determined with less than 5% error.

机译：描述了一种基于建模的原始微波成像技术，用于确定介电粉末中固体材料的体积分数。通过借助包含3D FDTD模拟数据训练的人工神经网络，分析包含样本的波导中的S参数测量值，即可确定所需的特性。粉末样品由FDTD模型中复制的空气和毫米级颗粒的混合物表示。用WR340中的20至40 mm的SiC和ZrO2粉末立方样品进行的计算测试表明，确定的固体体积分数误差小于5％。

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来源
《Applied Computational Electromagnetics Society journal》 |2015年第11期|1161-1167|共7页
作者
Brovko Alexander V.; Murphy Ethan K.; Yakovlev Vadim V.;
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作者单位

Yury Gagarin State Tech Univ Saratov SSTU, Dept Appl Informat Technol, Saratov 410054, Russia;

Worcester Polytech Inst, Dept Math Sci, Worcester, MA 01609 USA|Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USA;

Worcester Polytech Inst, Dept Math Sci, Worcester, MA 01609 USA;

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正文语种 eng
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关键词
Artificial neural network; FDTD modeling; microwave imaging; particulate materials; solids volume fraction;

机译：人工神经网络FDTD建模微波成像颗粒材料固体体积分数;

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1. Effects of Platelet Size and Mean Volume Fraction on Platelet Orientation and Volume Fraction Distributions in Functionally Graded Material Fabricated by a Centrifugal Solid-Particle Method [J] . P. D. Sequeira, Yoshimi Watanabe, Hiroyuki Eryu, Journal of engineering materials and technology . 2007,第2期

机译：离心固体颗粒法制备的功能梯度材料中血小板大小和平均体积分数对血小板取向和体积分数分布的影响
2. Computational modelling of particulate-reinforced materials up to high volume fractions: Linear elastic homogenisation [J] . Gentieu Timothee, Catapano Anita, Jumel Julien, Proceedings of the institution of mechanical engineers . 2019,第6期

机译：高达高体积分数的颗粒增强材料的计算模型：线性弹性均质化
3. Computational modelling of particulate-reinforced materials up to high volume fractions: Linear elastic homogenisation [J] . Gentieu Timothee, Catapano Anita, Jumel Julien, Proceedings of the institution of mechanical engineers . 2019,第6期

机译：颗粒增强材料达到大容量分数的计算模型：线性弹性均质化
4. An Artificial Neural Network Technique for Determining the Volume Fraction of Solids in Particulate Materials [C] . Alexander V. Brovko, Ethan K. Murphy, Vadim V. Yakovlev Annual Microwave Power Symposium . 2014

机译：一种人工神经网络技术，用于测定颗粒材料中固体体积分数
5. Fabrication, thermal expansion, thermal conductivity, and mechanical properties of high particulate volume fraction aluminum-matrix composites. [D] . Lai, Shy-Wen. 1993

机译：高颗粒体积分数铝基复合材料的制造，热膨胀，导热性和机械性能。
6. Using Microwave and Macroscopic Samples of Dielectric Solids to Study the Photonic Properties of Disordered Photonic Bandgap Materials [O] . Seyed Reza Hashemizad, Sam Tsitrin, Polin Yadak, 2014

机译：使用微波和宏观介电样品研究无序带隙材料的光子特性
7. Evanescent Microwave Probes Using Coplanar Waveguide and Stripline for Super-Resolution Imaging of Materials [O] . LeClair S. R., Tabib-Azar M., Ciocan R., 2000

机译：使用共面波导和带状线的瞬逝微波探头，用于材料的超分辨率成像
8. Evanescent Microwave Probes Using Coplanar Waveguide and Stripline for Super-Resolution Imaging of Materials [R] . Ponchak, G. E., Akinwande, D., Ciocan, R., 2000

机译：使用共面波导和带状线的渐消微波探针用于材料的超分辨率成像

Waveguide Microwave Imaging: Solids Volume Fraction of Particulate Materials

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