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FSBEI HPE MSTU Moscow State University of Technology
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Tel.: (499) 972-95-30, e-mail: vestnik@stankin.ru

ISSN 2072-3172

4(51), 2019. AUTOMATION AND CONTROL OF TECHNOLOGICAL PROCESSES AND PRODUCTIONS

D.A. Golovatov, A.A. Tatarkanov

Application of machine intelligence systems in the modeling of technological processes of the fibrous materials formation

The concept of modeling of technological processes of composite structures production with neural network tools application for solving the optimization problem of their technological parameters is proposed. The optimization problem was solved by predicting the technical fluid front propagation during the impregnation of the preforms made of fibrous materials by vacuum injection molding. Experimental studies, the neural network training and testing, simulation results assessment and comparison with target values were carried out.

Keywords: neural network modeling, optimization, vacuum injection molding, fibrous materials.

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