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
相关论文
共 50 条
  • [11] On the Feasibility of Pressure Profile Measurements With Time-Domain Reflectometry
    Scheuermann, A.
    Huebner, C.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2009, 58 (02) : 467 - 474
  • [12] New improvements for Brillouin optical time-domain reflectometry
    Le Floch, Sebastien
    Sauser, Florian
    2017 25TH INTERNATIONAL CONFERENCE ON OPTICAL FIBER SENSORS (OFS), 2017, 10323
  • [13] Enhancement of leak detection in pipelines through time-domain reflectometry/ground penetrating radar measurements
    Cataldo, Andrea
    De Benedetto, Egidio
    Cannazza, Giuseppe
    Leucci, Giovanni
    De Giorgi, Lara
    Demitri, Christian
    IET SCIENCE MEASUREMENT & TECHNOLOGY, 2017, 11 (06) : 696 - 702
  • [14] Time-domain reflectometry using arbitrary incident waveforms
    Pan, TW
    Hsue, CW
    Huang, JF
    IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2002, 50 (11) : 2558 - 2563
  • [15] Development and evaluation of an automation algorithm for a time-domain reflectometry bridge scour monitoring system
    Yu, X. B.
    Yu, X.
    CANADIAN GEOTECHNICAL JOURNAL, 2011, 48 (01) : 26 - 35
  • [16] Design of Real-Time Slope Monitoring System Using Time-Domain Reflectometry With Wireless Sensor Network
    Yadav, Devendra Kumar
    Karthik, Guntha
    Jayanthu, Singam
    Das, Santos Kumar
    IEEE SENSORS LETTERS, 2019, 3 (02)
  • [17] Analysis of Time-Domain Reflectometry Combined With Wavelet Transform for Fault Detection in Aircraft Shielded Cables
    Zhang, Junmin
    Zhang, Yubo
    Guan, Yonggang
    IEEE SENSORS JOURNAL, 2016, 16 (11) : 4579 - 4586
  • [18] Monitoring Fine-Grain Soil Loading with Time-Domain Reflectometry
    Faroqy, A.
    Royal, A. C. D.
    Curioni, G.
    Chapman, D. N.
    Cassidy, N. J.
    JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING, 2020, 146 (06)
  • [19] Electromagnetic Parameters of Dielectric and Magnetic Mixtures Evaluated by Time-Domain Reflectometry
    Mattei, Elisabetta
    De Santis, Alberto
    Di Matteo, Andrea
    Pettinelli, Elena
    Vannaroni, Giuliano
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2008, 5 (04) : 730 - 734
  • [20] Time-Domain Reflectometry (TDR) Square and Pulse Test Signals Comparison
    Kostro, Sylwester
    Nowicki, Michal
    Szewczyk, Roman
    Rzeplinska-Rykala, Katarzyna
    RECENT ADVANCES IN SYSTEMS, CONTROL AND INFORMATION TECHNOLOGY, 2017, 543 : 512 - 523