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Chemical Technology, Control and Management

Abstract

A modified Kalman filter of the glass cooking process is synthesized, taking into account perturbations in the form of a sequence of colored noises. The possibility of expanding this filter by noise filters to improve functioning in the presence of low-frequency disturbances is studied and a corresponding estimation scheme with additional noise filters is proposed. The results of the simulation allow us to assume that low-frequency disturbances in the glass furnace act at the input and affect the state of the control object.

First Page

52

Last Page

56

References

  1. Levickij I.A. Teplotehnicheskie ustanovki i agregaty predprijatij proizvodstva stekla. Raschet steklovarennyh pechej / – Minsk: BGTU, 2006. – 232 s.Ingvar Strid, Karl Walentin (2009), Block Kalman Filtering for Large-Scale DSGE Models, Computational Economics (Springer). — Т. 33 (3): –s 277–304.
  2. Yusupbekov N.R., Igamberdiev H.Z., Mamirov U.F. Algorithms of sustainable estimation of unknown input signals in control systems // Journal of Automation, Mobile Robotics and Intelligent Systems 12(4), с. 83-86 DOI:10.14313/JAMRIS_4-2018/29.
  3. Gorbachjov A.Ju. Kriterii ocenki algoritmov optimal'noj fil'tracii // Aviakosmicheskoe priborostroenie №6, 2008 g.
  4. Matisko P. and Havlena V., "Noise covariance estimation for Kalman filter tuning using Bayesian approach and Monte Carlo," International Journal of Adaptive Control and Signal Processing, vol. 27, no. 11, pp. 957-973, 2013.
  5. Yusupbekov N.R., Adilov F.T., Ergashev F. Development and improvement of systems of automation and management of technological processes and manufactures // Journal of Automation, Mobile Robotics and Intelligent Systems 11(3), с. 53-57. DOI: 10.14313/JAMRIS_3-2017/28.
  6. Yusupbekov N.R., Gulyamov Sh.M., Doshchanova M.Y. Neural identification of a dynamic model of a technological process / International Conference on Information Science and Communications Technologies: Applications, Trends and Opportunities, ICISCT 2019 9011912 DOI:10.1109/ICISCT47635. 2019. 9011912.
  7. Yusupbekov N.R., Marakhimov A.R., Igamberdiev H.Z., Umarov S.X. Application of Soft-computing Technologies to the Traffic Control System Design Problems // Procedia Computer Science 102, с. 540-546. DOI: 10.1016/j.procs.2016.09.440.
  8. Milan Honner, Zdeněk Veselý, Michal Svantner, František Čejka. Optimal heating control system for continuous furnaces // Scandinavian Journal of Metallurgy, 2001.
  9. Simon D., Optimal state estimation: Kalman, H infinity, and nonlinear approaches. Oxford: John Wiley & Sons, 2006.
  10. Yusupbekov N.R., Gulyamov Sh.M., Eshmatova B.I., Mukhamedkhanov U.T. A study of electrochemical converter for a system measuring the concentration of harmful substances in gas mixtures of the paper // International Journal of Psychosocial Rehabilitation 24(3), pp. 240-246.
  11. Sinicyn I.N. Fil'try Kalmana i Pugacheva // M.: Universitetskaja kniga, Logos, 2006. –640 s.
  12. Jusupbekov N.R., Holmanov U.U. Sistema kontrolja i upravlenija teplovym rezhimom steklovarennoj pechi // Promyshlennye ASU i kontrollery. 2020. № 4-s.3 - 7.
  13. Balakrishnan A.V. Teorija fil'tracii Kal'mana // Izd-vo «Kniga po Trebovaniju», 2012. – S.164.
  14. Wang Brent J., Webb W, Brewster B.S., Mardson Mcquay. A numerical study of the thermal effect of foam on an oxy-fuel glass melting furnace // Journal of Energy Institute 78(3), 2005, pp. 117-125 DOI: 10.1179 / 014426005X50869.
  15. Rajabov A.T., Kholmanov U.U., Automatic Control And Management Of Technological Processes Of Glassmaking Production // Journal of Advanced Research in Dynamical and Control Systems, vol. 12, special issue-06, 2020- pp.764-770 DOI: 10.5373/JARDCS/V12SP6/SP20201092.
  16. Kolos M.V. Metody optimal'noj linejnoj fil'tracii //Pod red. V. A. Morozova. – M.: Izd-vo MGU, 2000. – 102s.

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