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Abstract

It is proposed to include virtual instrumental quality analyzers of potash fertilizers in the composition of the advanced (advanced) management system. The structure of the virtual analyzer is substantiated using mathematical models of the technological process of drying potassium chloride in its composition. Based on the results of fuzzy clustering, the parameters of the modes of the technological process of drying potassium chloride are determined.

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80

Last Page

88

References

  1. Yusupbekov, N.R., Igamberdiev, H.Z., Mamirov, U.F. (2020). Adaptive control system with a multilayer neural network under parametric uncertainty condition. International Conference on Intelligent and Fuzzy Systems INFUS 2020: Intelligent and Fuzzy Methods: Smart and Innovative Solutions CEUR Workshop Proceedings, 2782, 228-2341.
  2. Zakharenko, V.A. (2000). World trends in the production and use of mineral fertilizers. Agrochemistry, 5.
  3. Rylov, M.A., Sofiev, A.E. (2012). Building a product quality model based on the data of the unified information space of the enterprise. Devices, 10, 23-29.
  4. Samoylova, S.A., Torgashov, A.Yu. (2019). Construction of a virtual analyzer of the rectification process in conditions of a small training sample of data. Mathematical methods in engineering and technologies-MMTT, 2, 10-13.
  5. Guryeva, E.M., Ibatullin, A.A. (2016). Quality virtual analyzers in oil refining. Auto repair, mechatronics, information technologies -2016: materials of the VI International. sci.- tech. Omsk: Omskiygos. tech. un-t, 181-186.
  6. Wang, D., Murphy, M. (2004). Estimating optimal transformat i ons for mul t i ple regressi on using the ACE algorithm. Journal of Data Science, 2, 329-346.
  7. Bachtadzе, N., Lototsky, V., Maximov, E., Pavlov, B (2007). Associative Search models in Industrial systems. IFAC International Workshops Intelligent Assembly and Disassembly (IAD’02)& Intelligent Manufactoring Systems (IMS’07)-Alicamte, Spain, 1.2007.
  8. Konovalov, Yu.V. (2013). Statistical modeling using regression analysis: method. Computer and statistical modeling. Moscow: Bauman Moscow State Technical University.
  9. Kochengin, A.E., Leonov, A.V., Barbasova, T.A. (2015). Application of clustering methods for determining the operating modes of a blast furnace. New word in science: prospects for development: materials of the VI Inter-nar. scientific–practical. conf. Cheboksary, 152-153.
  10. Labinsky, A.Yu. (2018). The use of fuzzy logic in solving classification problems. Bulletin of the St. Petersburg University of the State Fire Service of the Ministry of Emergency Situations of Russia, 3.
  11. Dozortsev, M., Itskovich, E.L., Kneller, D.V. (2013). Improved process control (APC): 10 years in Russia. Automation in industry, 1. 12-19.
  12. Ershov, K.S., Romanova, T.N. (2016). Analysis and classification of clustering algorithms. New information technologies in automated systems, 19, 274-279.
  13. Ivanchenko, A.V., Melnikov, A.V. (2013). Stages of clustering in data mining. Prospects for the development of information technologies, 12, 17-22.
  14. Larichev, O.I., Moshkovich, E.M. (1996). Qualitative methods of decision-making. Moscow: Fizmatlit.
  15. Alpatov, B., Babayan, P. (2010). Extraction of the objects observed on a non-uniform background during sensor motion. Electro-Optical Remote Sensing, Photonic Technologies and Applications IV, edited by Gary W. Kamerman, Ove Steinvall, Keith L. Lewis, Richard C. Hollins, Thomas J. Merlet, proc. of SPIE, 7835 (SPIE, Bellingham, WA 2010) 78350N.
  16. Potocki, V.A., Fadeev, V.M., Maksimov, E.A., Bakhtadze, N.N. (2004). Virtual analyzers of the quality of technological process control based on a nonlinear dynamic predictor. Abstracts of the 5th International dokpads. Conferences "Problems of management and energy".Tbilisi, Georgia, 35 p.

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