Zobrazeno 1 - 10
of 15
pro vyhledávání: '"A. A. Kuz'mishina"'
Publikováno v:
Russian Engineering Research. 41:140-144
Chip formation in machining is investigated. A relation is established between the type of chip, the type of crystal lattice, and the number of slip systems. A neural-network model of chip formation permits prediction of the type of chip. A smart con
Publikováno v:
Vestnik Mashinostroeniya. :81-86
The formation of chips during the processing of various materials was studied. The relationship between the type of chips, the type of crystal lattice of the material and the number of sliding systems is shown. A neural network model of chip formatio
Publikováno v:
Proceedings of Higher Educational Institutions. Маchine Building. :3-12
This paper presents an analysis of the development of adaptive control systems for CNC machines. It is shown that the construction of systems for optimal control of machining processes is based on such approaches as artificial intelligence, genetic a
Publikováno v:
Russian Engineering Research. 39:761-765
A digital model of a cutting tool produced by neural-network modeling is considered. By means of this model, the composition and structure of a wear-resistant coating may be optimized. The machining conditions that ensure maximum wear resistance of t
Publikováno v:
Russian Engineering Research. 39:637-644
Neural-network models used in the development of digital twins for production equipment are considered. Such a model of the dynamic stability of cutting is assessed. A spectrogram showing the vibrational amplitude and frequency of the elastic system
Publikováno v:
Proceedings of Higher Educational Institutions. Маchine Building. :11-17
A digital model (twin) of a cutting tool based on neural network modeling is proposed in this work. It is shown that the developed virtual model makes it possible to optimize the composition and structure of wear-resistant coating and to determine th
Publikováno v:
Russian Engineering Research. 37:962-968
The contact of the chip with the tool’s front surface in cutting is analyzed by numerical modeling. The high-pressure zones and buildup at the tool’s contact surface are studied. The influence of plastic instability of the chip surface and vortex
Autor:
Yu. G. Kabaldin, A. M. Kuz’mishina
Publikováno v:
Russian Engineering Research. 36:551-558
An atomic approach to chip deformation and failure in cutting is outlined. The relation of the shear strength and the type of chip to the energy characteristics of the crystal lattice, its packing-defect energy, and the latent heat of fusion is estab
Publikováno v:
IOP Conference Series: Materials Science and Engineering. 709:033081
A number of neural network models is presented when developing an aggregated digital twin of equipment as a cyber-physical system. Considered in detail are the twins of machining accuracy, chip formation and tool wear, on the basis of which systems f
Publikováno v:
Russian Engineering Research; Feb2021, Vol. 41 Issue 2, p140-144, 5p