Experimental study of operational data collection from CNC machine tools for advanced analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F23%3APU146636" target="_blank" >RIV/00216305:26210/23:PU146636 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/9983425/keywords#keywords" target="_blank" >https://ieeexplore.ieee.org/document/9983425/keywords#keywords</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ME54704.2022.9983425" target="_blank" >10.1109/ME54704.2022.9983425</a>
Alternative languages
Result language
angličtina
Original language name
Experimental study of operational data collection from CNC machine tools for advanced analysis
Original language description
The purpose of this paper is to present a method of data acquisition and monitoring of a CNC machine tool in the manufacturing process to assess the suitability of the CNC machine tool as a measurement device. The presented method is based on a developed data acquisition system that uses the machine control system itself and an additional platform for measuring operational variables outside the machine control system. Information on motor currents, motor speeds and temperatures are read from the machine control system using the OPC UA protocol. The additional operating variable measurement platform includes an independent IPC with server application and database on the upper layer, to which the NI cRIO DAQ unit is connected on the lower layer with a connection to the temperature measuring terminals via EtherCAT bus. Individual resistance thermometers are further positioned at significant positions on the machine to detect dominant dependencies of machine operation on ambient temperature. The presented data acquisition system was verified in a workshop environment on a three-axis CNC machining centre with a Siemens Sinumerik 840Dsl control system to demonstrate its functionality leading to a positive assessment of the CNC machine tool’s suitability as a measurement device.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20205 - Automation and control systems
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2022 20th International Conference on Mechatronics - Mechatronika (ME)
ISBN
978-1-6654-1040-3
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
„“-„“
Publisher name
Neuveden
Place of publication
neuveden
Event location
Pilsen
Event date
Dec 7, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000947331700034