A Series Production Data Set for Five-Axis CNC Milling

Anna-Maria Schmitt and Bastian Engelmann ()
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Anna-Maria Schmitt: Institute of Digital Engineering, Technical University of Applied Sciences Würzburg-Schweinfurt, 97421 Schweinfurt, Germany
Bastian Engelmann: Institute of Digital Engineering, Technical University of Applied Sciences Würzburg-Schweinfurt, 97421 Schweinfurt, Germany

Data, 2024, vol. 9, issue 5, 1-9

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) 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 (search for similar items in EconPapers)
JEL-codes: C8 C80 C81 C82 C83 (search for similar items in EconPapers)
Date: 2024
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