Affordable Time-Domain Reflectometry System for Rapid Food Analysis

被引:2
作者
Iaccheri, Eleonora [1 ]
Berardinelli, Annachiara [2 ,3 ]
Maggio, Guillermo [4 ]
Toschi, Tullia Gallina [1 ,5 ]
Ragni, Luigi [1 ]
机构
[1] Univ Bologna, Alma Mater Studiorum, Interdepartmental Ctr Agri Food Ind Res, I-47521 Cesena, Italy
[2] Univ Trento, Dept Ind Engn, I-38122 Trento, Italy
[3] Univ Trento, Ctr Agr Food Environm, I-38122 Trento, Italy
[4] Natl Sci & Tech Res Council, Inst Chem Rosario, Dept Elect, C1425FQB, Buenos Aires, DF, Argentina
[5] Univ Bologna, Alma Mater Studiorum, Dept Agr & Food Sci, I-47521 Cesena, Italy
关键词
Cheap device; data modeling; food analysis; multivariate analysis; partial least square (PLS) regression; time-domain reflectometry (TDR); DIELECTRIC-PROPERTIES; MOISTURE-CONTENT; OLIVE OILS; TDR; PERFORMANCE; SOIL;
D O I
10.1109/TIM.2021.3069050
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The development of an inexpensive instrumental chain based on time-domain reflectometry is presented. The attention paid to the choice of the components allowed purchase costs reduction compared to the instruments available on commerce. The chain is composed by a hand-made 30-mm needle probe, a square wave fast rise time pulses generator on board, and a digital sampling USB oscilloscope with bandwidth of 11 GHz. Stability measurements and sodium chloride, sucrose, and cow milk were conducted to assess device repeatability and evaluate the predictive potential of estimation for some food parameters. The traditional geometrical-mathematical approach was replaced by multivariate investigation of the time-domain signal. Good results in terms of coefficient of determination up to 0.983 were obtained. The results disclosed show how a cheap and easy-to-use instrumental chain can be very promising for attributes determinations of liquid materials, such as foodstuff.
引用
收藏
页数:7
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