Abstract
The analysis of time series of the process variables was conducted by methods of nonlinear dynamics, which allowed to determine the randomness values that are based on the depth of an object prediction. The filtering of the time series was obtained experimentally, using wavelet analysis. Defined the fractal properties of chaotic information flow, correlation dimension and the Hurst parameter were defined. The intensity of the impact of a technological parameter value on the process using Kohonen maps was identified.
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References
Ladanyuk, A., Shkolna, O., Kyshenko, V.: Automation of evaporation plants using energy-saving technologies. Advances in Intelligent Systems and Computing, Warsaw, Poland, vol. 543, pp. 220–226 (2016)
Korobiichuk, I., Ladanyuk, A., Shumyhai, D., Boyko, R., Reshetiuk, V., Kamiński, M.: How to increase efficiency of automatic control of complex plants by development and implementation of coordination control system. Advances in Intelligent Systems and Computing, vol. 543, pp. 189–195 (2017). https://doi.org/10.1007/978-3-319-48923-0_23
Korobiichuk, I., Ladanyuk, A., Zaiets, N., Vlasenko, L.: Modern development technologies and investigation of food production technological complex automated systems. In: ACM International Conference Proceeding Series, pp. 52–57 (2018). https://doi.org/10.1145/3185066.3185075
Novakovska, N., Kyshenko, V.: Fractal analysis of distillation unit time series in prediction and control problems. Ukrainian J. Food Sci. 3(2), 243–253 (2015)
Kishenko, V.: The problems of technological monitoring in the control of industrial enterprise. Pressing issues and priorities in development of the scientific and technological complex, pp. 62–68. B&M Publishing, San Francisco (2013)
Korobiichuk, I., Siumachenko, D., Smityuh, Y., Shumyhai, D.: Research on automatic controllers for plants with significant delay. Advances in Intelligent Systems and Computing, vol. 519, pp. 449–457 (2017). https://doi.org/10.1007/978-3-319-46490-9_60
Korobiichuk, I., Lutskaya, N., Ladanyuk, A., Naku, S., Kachniarz, M., Nowicki, M., Szewczyk, R.: Synthesis of optimal robust regulator for food processing facilities. In: Automation 2017, ICA 2017. Advances in Intelligent Systems and Computing, vol. 550, pp. 58–66 (2017). https://doi.org/10.1007/978-3-319-54042-9_5
Cios, K.J.: Data Mining: A Knowledge Discovery Approach, p. 123. Springer, Heidelberg (2007)
Ladanyuk, A., Kyshenko, V., Smityuh, Y.: The biotech complexes control in conditions of situational. Ann. Warsaw Univ. Life Sci. 60, 149–154 (2012)
Mallat, S.: A wavelet tour of signal processing, 637 p. Academic Press (1999)
Grinsted, A., Moore, J.C., Jevrejeva, S.: Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Process. Geophys. 11, 561–566 (2004). https://doi.org/10.5194/npg-11-561-2004
Kohonen, T.: Self-Organization and Associative Memory, p. 255. Springer, Heidelberg (1984)
Peters, E.E.: Fractal Market Analysis, Applying Chaos Theory to Investment and Economics, 336 p. Wiley, New York (1994)
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Kyshenko, V., Korobiichuk, I., Rzeplińska-Rykała, K. (2020). Technological Monitoring in the Management of the Distillation-Rectification Plant. In: Szewczyk, R., Zieliński, C., Kaliczyńska, M. (eds) Automation 2019. AUTOMATION 2019. Advances in Intelligent Systems and Computing, vol 920. Springer, Cham. https://doi.org/10.1007/978-3-030-13273-6_17
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