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
  • [31] Relaxation dynamics and thermophysical properties of vegetable oils using time-domain reflectometry
    Sonkamble, Anil A.
    Sonsale, Rahul P.
    Kanshette, Mahesh S.
    Kabara, Komal B.
    Wananje, Kunal H.
    Kumbharkhane, Ashok C.
    Sarode, Arvind V.
    EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, 2017, 46 (03): : 283 - 291
  • [32] An Assimilated Time Domain Reflectometry Probe
    Ouaknin, Hanna
    Meyouhas, Yael
    Weisbrod, Noam
    Furman, Alex
    VADOSE ZONE JOURNAL, 2015, 14 (12)
  • [33] Relaxation dynamics and thermophysical properties of vegetable oils using time-domain reflectometry
    Anil A. Sonkamble
    Rahul P. Sonsale
    Mahesh S. Kanshette
    Komal B. Kabara
    Kunal H. Wananje
    Ashok C. Kumbharkhane
    Arvind V. Sarode
    European Biophysics Journal, 2017, 46 : 283 - 291
  • [34] Performance improvements of wire fault diagnosis approach based on time-domain reflectometry
    de Paulis, Francesco
    Boudjefdjouf, Hamza
    Bouchekara, Houssem R. E. H.
    Orlandi, Antonio
    Smail, Mostafa Kamel
    IET SCIENCE MEASUREMENT & TECHNOLOGY, 2017, 11 (05) : 538 - 544
  • [35] A novel approach for a high-precision multitarget-level measurement system based on time-domain reflectometry
    Gerding, Michael
    Musch, Thomas
    Schiek, Burkhard
    IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2006, 54 (06) : 2768 - 2773
  • [36] USE OF TIME-DOMAIN REFLECTOMETRY (TDR) TO MEASURE THE WATER-CONTENT OF SANDY SOILS
    GREGORY, PJ
    POSS, R
    EASTHAM, J
    MICIN, S
    AUSTRALIAN JOURNAL OF SOIL RESEARCH, 1995, 33 (02): : 265 - 276
  • [37] Experimental study on applicability of using time-domain reflectometry to detect NAPLs contaminated sands
    Zhan LiangTong
    Mu QingYi
    Chen YunMin
    Chen RenPeng
    SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2013, 56 (06) : 1534 - 1543
  • [38] A pulser with inverted microstrip line for time-domain reflectometry - art. no. 693711
    Opalska, Katarzyna
    Misiaszek, Stefan
    PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2007, PTS 1 AND 2, 2007, 6937 : 93711 - 93711
  • [39] Incorporating Time-Domain Reflectometry in Chip-Level Failure Analysis Workflow: Case Studies and Development for Volume Failure Analysis
    Liao, Joy Y.
    Pham, Timothy
    Giang, Khanh
    Marks, Howard Lee
    White, Thomas
    Alton, Jesse
    Gibson, Brett
    Igarashi, Martin
    JOURNAL OF FAILURE ANALYSIS AND PREVENTION, 2024, 24 (05) : 2142 - 2153
  • [40] Detection and Location of Defects in Wiring Networks Using Time-Domain Reflectometry and Neural Networks
    Smail, M. K.
    Hacib, T.
    Pichon, L.
    Loete, F.
    IEEE TRANSACTIONS ON MAGNETICS, 2011, 47 (05) : 1502 - 1505