Data Descriptor
Version 1
Preserved in Portico This version is not peer-reviewed
Series Production Data Set for 5-Axis CNC Milling
Version 1
: Received: 22 March 2024 / Approved: 23 March 2024 / Online: 25 March 2024 (08:00:15 CET)
How to cite: Schmitt, A.; Engelmann, B. Series Production Data Set for 5-Axis CNC Milling. Preprints 2024, 2024031425. https://doi.org/10.20944/preprints202403.1425.v1 Schmitt, A.; Engelmann, B. Series Production Data Set for 5-Axis CNC Milling. Preprints 2024, 2024031425. https://doi.org/10.20944/preprints202403.1425.v1
Abstract
The described data set contains features from the machine control of a five-axis milling machine. The features were recorded during thirteen series productions. Each series production includes a changeover process in which the machine was set up for the production of a different product. In addition to the timestamps and the twenty recorded features derived from Numerical Control (NC) control variables, the data set also contains labels for the different production phases. For this purpose, up to 23 phases were assigned, which are based on a generalized milling process. The data set consists of thirteen .csv files, each representing a series production. The data set was recorded in a production company in the contract manufacturing sector for components with real series orders in ongoing industrial production.
Keywords
Milling; 5-axis; NC data; CNC; Changeover; Setup; Production
Subject
Engineering, Industrial and Manufacturing Engineering
Copyright: This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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