TY  - JOUR
U1  - Wissenschaftlicher Artikel
A1  - Martinez, Mario
A1  - Schmitt, Anna-Maria
A1  - Schiffler, Andreas
A1  - Engelmann, Bastian
T1  - Production Data Set for five-Axis CNC Milling with multiple Changeovers
JF  - Scientific Data
N2  - Abstract
 This data descriptor contains information about an extensive production data set for a five-axis CNC milling process. Three geometrically different products were manufactured and relevant features from the numerical control of the machine were recorded. The recorded manufacturing process contains the preparation of the machine for the next product (changeover) as well as the machining process (production). The experimental manufacturing was organized with the aid of a changeover matrix to ensure that all possible changeover combinations for the three products were considered. The production was repeated five times, resulting in 30 manufacturing sessions and five complete changeover matrices. The data set was recorded in a laboratory environment. A rich feature set including i.e. the NC-code of the products, tool information, and a Jupyter notebook is provided with the data set.
AB  - Abstract
 This data descriptor contains information about an extensive production data set for a five-axis CNC milling process. Three geometrically different products were manufactured and relevant features from the numerical control of the machine were recorded. The recorded manufacturing process contains the preparation of the machine for the next product (changeover) as well as the machining process (production). The experimental manufacturing was organized with the aid of a changeover matrix to ensure that all possible changeover combinations for the three products were considered. The production was repeated five times, resulting in 30 manufacturing sessions and five complete changeover matrices. The data set was recorded in a laboratory environment. A rich feature set including i.e. the NC-code of the products, tool information, and a Jupyter notebook is provided with the data set.
Y1  - 2025
SN  - 2052-4463
SS  - 2052-4463
U6  - https://doi.org/10.1038/s41597-025-05294-0
DO  - https://doi.org/10.1038/s41597-025-05294-0
VL  - 12
IS  - 1
AR  - 1067
S2  - 1067
PB  - Springer Science and Business Media LLC
ER  -