Raw data
Data used as Input for GNN and SVM predictions. This includes multiple types of datafiles: - Export_Dexeldata Contains all timesteps from the simulation (rows) and for each time step the name of the active tool and a list of the follwoging data for each cut dexel serparted by semicolon: 1. direction (0 = x-direction, 1 = y-direction, 2 = z-direction) 2. Index 3. ExtenderIndex 4. True/False if the dexel was created in this timestep 5. dexel Startpoint X-Coordinate 6. dexel Startpoint Y-Coordinate 7. dexel Startpoint Z-Coordinate 8. dexel Endpoint X-Coordinate 9. dexel Endpoint Y-Coordinate 10. dexel Endpoint Z-Coordinate 11. Tool engagement depth (startpoint) 11. Tool engagement depth (endpoint)
- TimeIndexExport List of timeindices from the simulation and the corresponding Extenderindices which were modified in this timestep.
- TimeSeries List of timeindices from the simulation and the corresponding simulation or process data
- Dexelcore Export of all dexel in the workpiece model at a given time and their associated data Direction; Index; ExtenderID; DexelNewlyCreated; Start-Point_X; Start-Point_Y; Start-Point_Z; End-Point_X; End-Point_Y; End-Point_Z; TimeStepCut_StartPoint; TimeStepCut_EndPoint; HeightAtTool_StartPoint; HeightAtTool_EndPoint; Shape_Error_StartPoint; Shape_Error_EndPoint; Shape_Error_Prediction_StartPoint; Shape_Error_Prediction_EndPoint; Shape_Error_Relevance_Flag_StartPoint; Shape_Error_Relevance_Flag_EndPoint;
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Cite this as
Huuk, J., Denkena, B., Dhingra, A., Ntoutsi, E. (2024). Dataset: Shape error prediction in 5-axis machining using graph neural networks. Resource: Raw data. https://doi.org/10.25835/zfetej3i
DOI retrieved: April 22, 2024
Additional Information
| Field | Value |
|---|---|
| Created | April 25, 2024 |
| Last updated | November 28, 2024 |
| Format | ZIP |