2023, issue 1, p. 58-73
Received 13.03.2023; Revised 09.04.2023; Accepted 25.04.2023
Published 28.04.2023; First Online 23.05.2023
https://doi.org/10.34229/2707-451X.23.1.6
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UDC 681.7.08:535.3; 004.387:621.3.087.92
Wireless Networks of Smart Multisensors and Biosensor Devices for Express Diagnostics of the State of Grape and Fruit-Berry Crops and Quality Control of Winemaking Products
Volodymyr Romanov , Igor Galelyuka , Oleksandr Voronenko , Oleksandra Kovyrova , Hanna Antonova * , Anna Kedych
V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine, Kyiv
* Correspondence: This email address is being protected from spambots. You need JavaScript enabled to view it.
The application of information and wireless technologies, multisensor and biosensor devices, as well as sensor networks based on them to control the parameters of technological processes in different industries makes it possible to greatly improve the quality of final products and reduce losses of raw materials at all stages of production and storage. This covers both the industrial production of consumer goods and the food and processing industry.
The article describes the developing and testing of network of wireless smart biosensor devices for food industry, namely for controlling the quality of wine, wine materials and food products in the production process.
It is considered the technological process of production of wine materials and wine, as well as parameters that are subject of controlling. The requirements for smart multisensor devices, which are reasonable to use in such technological productions, are formulated. Measuring nodes are built on the basis of amperometric sensors and wireless data transmission units. Structural, functional and principle schemas of measuring devices were developed. The design documentation was created for their production at contract manufactures.
The integration of wireless data transmission units into measuring nodes made it possible to build wireless sensor networks based on them. Several structures of wireless networks were developed on the base of wireless nodes with different functionality and with using of different wireless data transmission protocols. Hardware and software for wireless network nodes were developed.
It was fulfilled the testing of the multisensor measuring node in autonomous mode, as well as the whole network consisting of several wireless nodes. The test results showed both the weaknesses of the developed devices, which should be eliminated in further researches, and the reasonability of using smart multisensor devices and networks based on them to control the quality of wine materials and wine at different stages of their production and storage.
The work was performed with the support and within the Complex program of scientific research of the National Academy of Sciences of Ukraine "Smart" sensor devices of the new generation based on modern materials and technologies."
Keywords: biosensors, amperometric transducers, smart multisensors, wireless sensor network, wine and food quality control.
Cite as: Romanov V., Galelyuka I., Voronenko O., Kovyrova O., Antonova H., Kedych . Wireless Networks of Smart Multisensors and Biosensor Devices for Express Diagnostics of the State of Grape and Fruit-Berry Crops and Quality Control of Winemaking Products. Cybernetics and Computer Technologies. 2023. 1. P. 58–73. (in Ukrainian) https://doi.org/10.34229/2707-451X.23.1.6
References
1. Romanov V., Galelyuka I., Antonova H., Kovyrova O., Hrusha V., Voronenko O. Application of wireless sensor networks for digital agriculture. Proceeding of the 10th IEEE International conference on «Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications», IDAACS'2019. Metz, France. 2019, September 18 –21. Р. 340–344. https://dl.acm.org/doi/abs/10.1109/IDAACS.2019.8924267
2. Palagin O., Romanov V., Galelyuka I., Hrusha V., Voronenko O. Wireless Smart Biosensor for Sensor Networks in Ecological Monitoring. Proceeding of the 9th IEEE International conference on «Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications», IDAACS'2017. Bucharest, Romania. 2017, September 21 –23. Р. 679–683. https://doi.org/10.1109/IDAACS.2017.8095177.
3. Palagin O., Romanov V., Galelyuka I., Voronenko O., Brayko Yu., Imamutdinova R. Wireless sensor network for precision farming and environmental protection. Information theories and applications, 24 (1). Sofia, Bulgaria. 2017. P. 19–34.
4. Podpriatov G.I., Skalecka L.F., Senkov A.M., Khilevych V.S. Storage and processing of plant products. Kyiv: Meta, 2002. 495 p. (in Ukrainian)
5. DSTU 4805:2007. Processed wine materials are. General technical conditions.
6. HN 6.6.1.1-130–2006. Permissible levels of radionuclides 137Cs, 90Cr in food and drinking water. State hygiene standards, approved by the order of the Ministry of Health of Ukraine No. 256, dated 05.03.2006.
7. Antonova H., Babenko Y., Voronenko O., Galelyuka I., Kedych A., Kovyrova O. Biosensor Devices in the Production of Alcoholic and Non-Alcoholic Beverages. Cybernetics and Computer Technologies. 2021. 3. P. 103–114. (in Ukrainian) https://doi.org/10.34229/2707-451X.21.3.9
8. Dzyadevych S.V., Soldatkin О.L. Scientific and technological bases of creation of micro electrochemical biosensors. Kyiv: Naukova dumka, 2006. 256 p. (in Ukrainian)
9. Shkotova L.V., Soldatkyn A.P., Dziadevych S.V. Adaptation of an amperometric enzyme biosensor for the analysis of glucose in wines. Ukrainian biochemical journal. 2004. 76 (3) P. 114 – 121. (in Ukrainian)
10. Shkotova L.V., Slastia E.A., Zhyliakova T.A., Soldatkyn O.P., Shumann V., Dziadevych S.V. Amperometric biosensor for the analysis of ethanol in wine and grape must in the process of fermentation. Ukrainian biochemical journal. 2005. 77 (1). P. 96–103. (in Ukrainian)
11. Romanov V.O. Requirements to sensor nodes in Internet of Things networks. Computer means, networks and systems. 2018. 17. P. 5–9. (in Ukrainian) http://www.dasd.com.ua/kzms/2018/2018_st1.pdf
12. Beavers I. Intelligence at the Edge Part 1: The Edge Node. https://www.analog.com/en/technical-articles/intelligence-at-the-edge-part-1-the-edge-node.html (accessed: 03.03.2023)
13. Beavers I. Intelligence at the Edge Part 2: The Edge Node. https://www.analog.com/en/technical-articles/intelligence-at-the-edge-part-2-reduced-time-to-insight.html (accessed: 03.03.23)
14. Kryvonos Y.G., Romanov V.O., Galelyuka I.B., Wojcik W., Zyska T, Amirgaliev E. Independent devices and wireless sensor networks for agriculture and ecological monitoring in book "Recent advances in Information Technology" (Editors: Waldemar Wojcik and Jan Sikora), CRC Press / Balkema, 2017. P. 105–134. https://doi.org/10.1201/9781351243179-5
15. www.analog.com/ADuCM350 (accessed: 03.03.2023)
16. www.analog.com/ADuCM5933 (accessed: 03.03.2023)
17. Palagin O.V., Romanov V.O., Galelyuka I.B., Voronenko O.V., Hrusha V.M., Kovyrova O.V., Antonova H.V., Lavrentiev V.M., Braiko Yu.O., Imamutdinova R.H. "Smart sensor networks: from idea to market. XII International scientific and technical conference "Problems of telecommunication" PT-2018: Conference proceedings. K.: Igor Sikorsky Kyiv Polytechnic Institute, 2018. P.18–20. (in Ukrainian)
18. Copyright certificate for software # 79447 "Applied software of data acquisition from wireless sensor network for express-diagnostics of state of biological objects". Galelyuka I., Romanov V., Voronenko O., Antonova H. 30.05.2018.
19. Copyright certificate for software # 79763 "Applied software of coordinator of wireless sensor network for express-diagnostics of state of biological objects". Galelyuka I., Romanov V., Voronenko O. 13.06.2018.
20. Copyright certificate for software # 79764 "Applied software of ZigBee/USB node of wireless sensor network for express-diagnostics of state of biological objects". Galelyuka I., Romanov V., Voronenko O. 13.06.2018.
21. Copyright certificate for software # 79765 "Applied software of node of wireless sensor network for express-diagnostics of state of biological objects". Galelyuka I., Romanov V., Voronenko O. 13.06.2018.
22. Romanov V., Galelyuka I., Voronenko O., Kovyrova O., Dzyadevych S., Shkotova L. Wireless smart multisensor networks for winemaking process control. Information theories and applications. Sofia: Bulgaria, 2019. 26 (2). P. 165–177.
23. Romanov V., Galelyuka I., Voronenko O., Kovyrova O., Dzyadevych S., Shkotova L. Smart Sensors and Computer Devices for Agriculture, Food Production Process Control and Medicine. Proceeding of the 29th International Conference on Computer Theory and Applications. Alexandria, Egypt. 2019, October 29–31. P. 9–13. https://doi.org/10.1109/ICCTA48790.2019.9478838
24. Romanov V., Voronenko O., Galelyuka I. Application of wireless sensor networks in food industry. Computer means, networks and systems. 2019. 18. P. 74–78. (in Ukrainian) http://nbuv.gov.ua/UJRN/Kzms_2019_18_14
25. Patent of Ukraine №123647 "A device for determining the state of native chlorophyll", 05.05.2021, Bulletin 18, Voronenko O., Galelyuka I., Romanov V.
26. Antonova H., Kedych A. Testing of wireless sensor network for express-diagnostics of plant state. Cybernetics and Computer Technologies. 2020. 3. P. 90–100. (in Ukrainian) https://doi.org/10.34229/2707-451X.20.3.9
ISSN 2707-451X (Online)
ISSN 2707-4501 (Print)
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