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JOURNALS // Zhurnal Srednevolzhskogo Matematicheskogo Obshchestva // Archive

Zhurnal SVMO, 2017 Volume 19, Number 3, Pages 82–89 (Mi svmo676)

This article is cited in 1 paper

Mathematical modeling and computer science

Identification of the heating model plastic injection molding machines

D. V. Ivanov, A. V. Ivanov, I. Sandler, N. V. Chertykovtseva

Samara State Transport University

Abstract: The paper shows that an object with an irrational transfer function can be approximated by equations with fractional-order differences. A mathematical model of the plastic engine molding heating model in the form of a linear equation with fractional-order differences is proposed. This model was compared with models of output error and ARX (autoregressive with exogenous input) models of integer order. Identification algorithms of these models are implemented in the Identification toolboxMatlab extension. The experiments carried out showed that models based on equations with fractional-order differences have higher accuracy. The models and algorithms proposed in the paper for identifying the heating of engine molding machine can serve as a basis for the creation of new highly efficient control systems.

Keywords: Injection molding, parametric identification, difference of fractional order, model of output error, least squares method.

UDC: 519.254

MSC: 93E12

DOI: 10.15507/2079-6900.19.201703.82-90



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