| Issue |
MATEC Web Conf.
Volume 224, 2018
International Conference on Modern Trends in Manufacturing Technologies and Equipment (ICMTMTE 2018)
|
|
|---|---|---|
| Article Number | 01015 | |
| Number of page(s) | 5 | |
| Section | Manufacturing Technologies, Tools and Equipment | |
| DOI | https://doi.org/10.1051/matecconf/201822401015 | |
| Published online | 30 October 2018 | |
Development of a virtual management system for the cutting process using neural networks
1
The Orel State University of Economics and Trade, Oktyabrskaya street, Orel, 302028, Russia
2
Orel State University named after I.S. Turgenev, Komsomolskaya street, 95, Orel, 302026, Russia
* Corresponding author: ovsynikova2012@yandex.ru
The article deals with the problems of choosing the neural network configuration for blade processing control. The analysis of input parameters is carried o7ut and the virtual representation of cutting’s technological process is simulated. A mathematical control model that allows to mutually transform processes depending on the control criteria is proposed. The configuration of the neural network, that allows to provide the most productive and stable operation with insufficient and contra dictionary input parameters is established.
© The Authors, published by EDP Sciences, 2018
This is an open access article distributed under the terms of the Creative Commons Attribution License 4.0 (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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