Analysis of the Uncertainty in Measurements of Polymer Pellets Using Microwave Resonant Sensors

IF 4.3 2区 综合性期刊 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Sensors Journal Pub Date : 2024-11-05 DOI:10.1109/JSEN.2024.3488556
Dania Covarrubias-Martínez;Humberto Lobato-Morales;Alonso Corona-Chávez;Juan Manuel Ramírez-Cortés;Germán Andrés Álvarez-Botero;Gabriela Méndez-Jerónimo;Tejinder Kaur Kataria
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Abstract

The analysis and evaluation of the uncertainty in microwave measurements of some polymer plastic materials in the form of small pellets is presented in this article. Two different resonant sensors, cavity and planar, operating around 2.45 GHz are used to measure the materials. The presented uncertainty analysis is based on the measured resonant parameters from the sensors and represents a statistical tool capable of generating relevant information such as an adequate number of tests, uncertainty levels, correlation coefficient, covariance matrix, and confidence ellipses, which can be highly useful in the analysis of pellet or grained materials using microwave methods, and for fast and accurate decisions involving materials evaluation. It will be shown that a number of 40 tests for each sample is adequate for a stable uncertainty, and due to the E-field distribution and interaction with the samples, the cavity sensor develops lower uncertainty in resonant frequency compared to the planar circuit, thus, it can be a more reliable sensor for polymer pellet measurements.
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使用微波谐振传感器测量聚合物颗粒的不确定性分析
本文介绍了对一些小颗粒状聚合物塑料材料微波测量不确定性的分析和评估。测量材料时使用了两种不同的谐振传感器(腔体传感器和平面传感器),工作频率约为 2.45 千兆赫。所介绍的不确定性分析以传感器测得的谐振参数为基础,是一种能够生成相关信息(如足够的测试次数、不确定性水平、相关系数、协方差矩阵和置信椭圆)的统计工具,对于使用微波方法分析颗粒或粒状材料以及快速准确地做出材料评估决策非常有用。实验结果表明,对每个样品进行 40 次测试就足以获得稳定的不确定度,而且由于电场分布以及与样品的相互作用,空腔传感器与平面电路相比,共振频率的不确定度更低,因此是聚合物颗粒测量中更可靠的传感器。
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来源期刊
IEEE Sensors Journal
IEEE Sensors Journal 工程技术-工程:电子与电气
CiteScore
7.70
自引率
14.00%
发文量
2058
审稿时长
5.2 months
期刊介绍: The fields of interest of the IEEE Sensors Journal are the theory, design , fabrication, manufacturing and applications of devices for sensing and transducing physical, chemical and biological phenomena, with emphasis on the electronics and physics aspect of sensors and integrated sensors-actuators. IEEE Sensors Journal deals with the following: -Sensor Phenomenology, Modelling, and Evaluation -Sensor Materials, Processing, and Fabrication -Chemical and Gas Sensors -Microfluidics and Biosensors -Optical Sensors -Physical Sensors: Temperature, Mechanical, Magnetic, and others -Acoustic and Ultrasonic Sensors -Sensor Packaging -Sensor Networks -Sensor Applications -Sensor Systems: Signals, Processing, and Interfaces -Actuators and Sensor Power Systems -Sensor Signal Processing for high precision and stability (amplification, filtering, linearization, modulation/demodulation) and under harsh conditions (EMC, radiation, humidity, temperature); energy consumption/harvesting -Sensor Data Processing (soft computing with sensor data, e.g., pattern recognition, machine learning, evolutionary computation; sensor data fusion, processing of wave e.g., electromagnetic and acoustic; and non-wave, e.g., chemical, gravity, particle, thermal, radiative and non-radiative sensor data, detection, estimation and classification based on sensor data) -Sensors in Industrial Practice
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