Model of factor influence on the operation of the information and measuring system
DOI:
https://doi.org/10.20535/SRIT.2308-8893.2026.2.05Keywords:
information and measurement system, quality control, factor influence, mathematical model, variance analysis, measurement uncertainty, errorAbstract
The solution of the scientific and practical problem of determining the effect of factor influence on the result of the work of the information measuring system for the technological process of manufacturing processed cheese is considered through the use of a factor influence model that takes into account the simultaneous effect of five factors and their cross-interactions on the control indicator. The task of the study is to implement for use a simplified cross-classification model that makes it possible to estimate the amount of expected information about the levels of the control parameter when taking into account the levels of both influencing factors and their mutual interactions. An electrical schematic diagram of the control system has been developed and its practical implementation has been carried out, thanks to which statistical data on the main parameters of the technological process have been obtained. Conclusions have been drawn about the possibility of further use of the proposed cross-classification model for various information measuring systems regardless of their purpose.
References
I.V. Hryhorenko, S.M. Hryhorenko, “Rozrobka informatsiyno-vymiryuvalnoyi systemy kontrolyu protsesu vyhotovlennya plavlenoho syru [Development of an information and measurement system for controlling the process of processed cheese production],” VIII International Scientific and Technical Conference TK-2024 “Progressive Directions of the Development of Automated Technological Complexes”, Lutsk, Ukraine, 2024, pp. 55–56. Available: https://surl.li/vnilya
DSTU 4635:2006 Syry plavleni. Zahalni tekhnichni umovy [Processed cheeses. General technical conditions]. [Chynnyy vid 2007-07-01]. Vyd. ofits. Kyiv: Derzhspozhyvstandart Ukrayiny, 2007.
P.B. Zacarchenco, L.M. Spadoti, A.T.S.e Alves, A.G. da Cruz, N.R.C. Ferreira, S. Verruck, “Processed Cheese,” in A. Gomes da Cruz, T. Colombo Pimentel, E.A. Esmerino, S. Verruck, (eds) “Dairy Foods Processing. Methods and Protocols in Food Science,” pp. 65–80. New York, NY, Humana, 2025. doi: https://doi.org/10.1007/978-1-0716-4144-6_5
M. El-Bakry, B.M. Mehta, “Overview of processed cheese and its products,” Processed Cheese Science and Technology, pp. 1–28. Woodhead Publishing, 2022. doi: https://doi.org/10.1016/B978-0-12-821445-9.00006-6
K.A. Alsaleem, “Enhancement of processed cheese quality using ultrasound: energy density optimization and industrial applications,” Italian Journal of Food Science, 36(4), pp. 266–274, 2024. doi: https://doi.org/10.15586/ijfs.v36i4.2706
Oznur Cumhur, Meral Kilic-Akyilmaz, “Chapter 11 – Special processed cheeses, cheese spreads, and analogue cheeses,” Processed Cheese Science and Technology, pp. 269–295. Woodhead Publishing, 2022. doi: https://doi.org/10.1016/B978-0-12-821445-9.00009-1
Yasser Bouhlal, Oral Capps, “Chapter 16 – Processed cheese: applications, challenges, and market trends,” Processed Cheese Science and Technology, pp. 491–507. Woodhead Publishing, 2022. doi: https://doi.org/10.1016/B978-0-12-821445-9.00003-0
Z.M. Oba, L. Kabiru, “Fabrication of microcontroller based speed detection and measurement system,” Journal of Engineering and Earth Sciences 15(1), pp. 140–150, 2022. Available: https://www.researchgate.net/publication/376809559_FABRICATION_OF_MICROCONTROLLER_BASED_SPEED_DETECTION_AND_MEASUREMENT_SYSTEM#full-text
Salahaddin Yusifov, Rauf Mayilov, Almaz Mehdiyeva, Elnar Mehdizade, “Advanced Information-Measuring System for the Improvement of the Quality Indicators of Metrological Characteristics,” X International Annual Conference “Industrial Technologies and Engineering” (ICITE 2023). E3S Web Conf., vol. 474, 2024. doi: https://doi.org/10.1051/e3sconf/202447402003
Xiaohui Zhang, Jiaying Zhang, Qing Liu, Jintong Li, Kun Jia, Binfeng Lin, “Distributed measurement system calibration method with automatic networking mechanism,” Measurement Science and Technology, vol. 35, no. 4, 2024. doi: https://doi.org/10.1088/1361-6501/ad2149
Qing Liu, Jiaming Lv, Jiaying Zhang, Ting Shang, “A fast calibration method for distributed measurement systems,” AIP Advances, vol. 13, issue 9, 2023. doi: https://doi.org/10.1063/7.0001205
P.F. Shchapov, O.H. Avrunyn, Pidvyshchennya virohidnosti kontrolyu i diahnostyky obyektiv v umovakh nevyznachenosti: monohrafiya [Increasing the virulence of the control and diagnostics of objects in conditions of uncertainty: monograph]. Kharkiv: KHNADU, 2011, 192 p.
I.V. Hryhorenko, S.I. Kondrashov, S.M. Hryhorenko, O.S. Opryshkin, “Study of the factor influence on the uniformity of coffee grain grinding by methods of statistical analysis,” System Research and Information Technologies, no. 2. 2024, pp. 137–149. doi: https://doi.org/10.20535/SRIT.2308-8893.2024.2.10
Serhii Yefymenko, Ihor Hrihorenko, Iurii Khoroshilo, Svitlana Hryhorenko, Inna Petrovska, “Evaluation of informativeness of indicators in colorimetric control using discriminative analysis models,” 2022 XXXII International Scientific Symposium Metrology and Metrology Assurance (MMA), Sozopol, Bulgaria, 2022, pp. 1–4. doi: https://doi.org/10.1109/MMA55579.2022.9992712
I.V. Hryhorenko, “Uzahalnenyy metod kontrolyu yakosti funktsionuvannya informatsiyno-vymiryuvalnykh system riznoho pryznachennya [Generalized method of quality control of functioning of information and measuring systems of various purposes],” II International Scientific and Practical Conference Information and Measuring Technologies IVT-2024, p. 145. Lviv: Lviv Polytechnic Publishing House, 2024. Available: https://science.lpnu.ua/sites/default/files/attachments/2024/nov/36513/zbirniktezkonferenciiivt2024nasait.pdf
I.V. Hryhorenko, “Bahatoparametrychnyy kontrol yakosti funktsionuvannya informatsiyno-vymiryuvalnykh system riznoho pryznachennya z urakhuvannyam faktornykh vplyviv: dys. ... d-ra tekhn. nauk: spets. 05.11.13 : haluz znan 15 / Ihor Volodymyrovych Hryhorenko [Multiparameter quality control of the functioning of information and measuring systems of various purposes taking into account factor influences : dissertation ... Dr. Tech. Sciences: special. 05.11.13: field of knowledge 15 / Ihor Volodymyrovych Hryhorenko]”; National Technical University “Kharkiv Polytechnic Institute”, Kharkiv, 2024, 390 p. Bibliography: pp. 300–332, in Ukrainian. Available: https://repository.kpi.kharkov.ua/handle/KhPI-Press/83192
