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Noncontacting Determination of Moisture Content in Bulk Materials Using Sub-Nanosecond UWB Pulses

机译:亚纳秒UWB脉冲非接触测定散装物料中的水分

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摘要

This paper presents a new approach of noncontacting moisture determination in bulk materials utilizing time-domain transmissometry. The described method is independent of the mass per area of the material under test and does not suffer from measurement ambiguities, which are well known from frequency-domain methods. Ultra-wideband quasi-Gaussian monocycle pulses are applied with a cycle width of approximately 400 ps. The measurement signal is transmitted through the material over free space using double-ridged horn antennas. The received signal is acquired in the time domain and analyzed with different methods of data processing. The results obtained with multiple linear regression, principal component analysis, and artificial neural networks are compared with each other. Furthermore, a possible hardware implementation for a dedicated time-domain transmissometer is proposed based on a earlier developed time-domain reflectometer for the determination of food quality.
机译:本文提出了一种利用时域透射法测定散装物料中非接触水分的新方法。所描述的方法与被测材料的每单位面积质量无关,并且不受频域方法众所周知的测量歧义的影响。超宽带准高斯单周期脉冲以大约400 ps的周期宽度施加。使用双脊形号角天线,测量信号通过自由空间上的材料传输。在时域中获取接收到的信号,并使用不同的数据处理方法进行分析。将通过多元线性回归,主成分分析和人工神经网络获得的结果进行比较。此外,基于较早开发的用于确定食品质量的时域反射仪,提出了专用时域透射仪的可能硬件实现。

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