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This article is cited in 1 scientific paper (total 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.
Citation:
D. V. Ivanov, A. V. Ivanov, I. Sandler, N. V. Chertykovtseva, “Identification of the heating model plastic injection molding machines”, Zhurnal SVMO, 19:3 (2017), 82–89
Linking options:
https://www.mathnet.ru/eng/svmo676 https://www.mathnet.ru/eng/svmo/v19/i3/p82
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Abstract page: | 106 | Full-text PDF : | 46 | References: | 31 |
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