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Neuromorphic Adaptive Control of Hybrid Processing on CNC Machines.

Neuromorphic Adaptive Control of Hybrid Processing on CNC Machines.

Authors :
Kabaldin, Y. G.
Shatagin, D. A.
Kolchin, P. V.
Galkin, A. A.
Source :
AIP Conference Proceedings. 2019, Vol. 2188 Issue 1, p020014-1-020014-7. 7p.
Publication Year :
2019

Abstract

The paper considers the possibility of using neuromorphic controllers in adaptive control systems of cyberphysical hybrid processing systems, including 3D printing and subsequent mechanical processing. The application of the Big Data and machine learning technologies for obtaining “digital twins” of hybrid processing is shown. A hardware implementation of “digital twins” of a cyber-physical system as part of a neuromorphic controller as part of automatic control of technological processes on CNC machines is proposed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2188
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
140405363
Full Text :
https://doi.org/10.1063/1.5138388