Engineering Proceedings (Sep 2023)

Sensor Device for Contactless Chemical Analysis Based on High-Frequency Inductance Coil

  • Ekaterina Yuskina,
  • Nikodim Makarov,
  • Maria Khaydukova,
  • Valentin Semenov,
  • Vitaly Panchuk,
  • Dmitry Kirsanov

DOI
https://doi.org/10.3390/CSAC2023-14886
Journal volume & issue
Vol. 48, no. 1
p. 42

Abstract

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In this work, we explore the analytical potential of a simple inexpensive sensor device based on the evolution of the high-frequency contactless conductometry method. This method was developed in the middle of the 20th century as one of the options to assess the electrical conductivity of samples, and it employed electrical signals registered at a specific, single AC frequency. The method did not find a wide application since the analytical signal in the developed systems was a complex function of many factors (sample conductivity, capacitive characteristics, dielectric permittivity, and magnetic properties), which was difficult to be mathematically processed. We came back to this technology with the following in mind: (1) modern electronic components enable the design of such measuring devices in a very-low-cost manner and allow registering the response signal in a whole range of AC frequencies; (2) the application of modern machine learning tools to process these signals allows for the extraction of qualitative and quantitative information about the samples. It was found that the detector has numerous capabilities such as the quantification of inorganic salts in individual aqueous solutions and in complex mixtures, the quantification of dielectric constants of organic solvents, and distinguishing the cultures of various bacteria and cancer cells.

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