Optimization of control program for CNC machines with regarding dynamic stability of cutting process and optimum modes of treatment in conditions of digital production

Optimization of control program for CNC machines with regarding dynamic stability of cutting process and optimum modes of treatment in conditions of digital production

The method for optimizing control programs for CNC machines based on artificial intelligence approaches, in particular, the apparatus of artificial neural networks, is outlined. A neural network model of the dynamic stability of the cutting process is proposed, which makes it possible to simulate th...

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Veröffentlicht in:MATEC web of conferences 2018-01, Vol.226, p.4016
Hauptverfasser: Kabaldin, Yuri G., Shatagin, Dmitrii A., Kolchin, Pavel V.
Format: Artikel
Sprache:eng
Schlagworte:
Artificial intelligence
Artificial neural networks
Control stability
Dynamic stability
Machine tools
Neural networks
Optimization
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Zusammenfassung:The method for optimizing control programs for CNC machines based on artificial intelligence approaches, in particular, the apparatus of artificial neural networks, is outlined. A neural network model of the dynamic stability of the cutting process is proposed, which makes it possible to simulate the dynamics of the cutting process using the CAM system.
ISSN:2261-236X
2274-7214
2261-236X
DOI:10.1051/matecconf/201822604016