Development of simplified mathematical model of glass melting furnace

Authors

  • Анатолій Іванович Жученко National Technical University of Ukraine “Kyiv Polytechnic Institute” Peremogy ave, 37, Bldg. 19, Kyiv, 03056, Ukraine https://orcid.org/0000-0002-1552-8372
  • Виталій Степанович Цапар National University of Ukraine "Kyiv Polytechnic Institute" Peremogy ave, 37, Kyiv, Ukraine, 03056, Ukraine https://orcid.org/0000-0002-8347-7941

DOI:

https://doi.org/10.15587/1729-4061.2015.40563

Keywords:

glass melting furnace, Fourier method, orthogonal decomposition, system identification, state space

Abstract

A simplified mathematical model of the glass melting furnace, constructed based on the method of separation of variables (Fourier method) was proposed in the paper. This method allows to simplify the computational procedures and evaluate the approximation error. To construct a simplified model, basis vectors and Fourier coefficients were determined. The optimal basis vectors are determined from the minimization condition of  - norm of the corresponding error vector from all orthonormal bases of the n-th order.  norm of the error vector is minimized by maximizing the limited vector of Fourier coefficients. Determination of Fourier coefficients was performed by system identification. In order to study the quality of a simplified mathematical model of glass melting furnace, the simulation was carried out. As input variables, fuel feeds to 3 burners were used. The values of input variables were formed as a sequence of pseudo-random binary signals. Analysis of the results indicates a high enough accuracy of the simplified mathematical model. The largest model errors occur at relatively high rates of temperature change.

Author Biographies

Анатолій Іванович Жученко, National Technical University of Ukraine “Kyiv Polytechnic Institute” Peremogy ave, 37, Bldg. 19, Kyiv, 03056

Professor

Department of Chemical Automation manufactures

Виталій Степанович Цапар, National University of Ukraine "Kyiv Polytechnic Institute" Peremogy ave, 37, Kyiv, Ukraine, 03056

Senior Lecturer

Department of Chemical Production Automation

References

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Published

2015-04-23

How to Cite

Жученко, А. І., & Цапар, В. С. (2015). Development of simplified mathematical model of glass melting furnace. Eastern-European Journal of Enterprise Technologies, 2(4(74), 42–47. https://doi.org/10.15587/1729-4061.2015.40563

Issue

Section

Mathematics and Cybernetics - applied aspects