Print+Mill Dataset

This dataset contains a comprehensive collection of data collected durring additive and subtractive manufacturing operations. it is design to facilitae research and development in manufacturing for the optizimation of production process paramters. The dataset includes images of 3D printed workpieces, as well as detailed CNC Milling machine data in both csv and pkl formats. Dataset Contents: 3D printed workpiece images: A collection of 3D printed workpiece images made from different materials, captured after the CNC milling operations. These images provide a visual representation of the workpieces quality after the subtractive manufactrring operations . Dataset.csv: A CSV file containing data related to the milling operations performed on individual materials. This file includes various parameters recorded during the milling process, such as feed rate, spindle speed, Gcode parameters and data about temperature and power. Dataset.pkl: A PKL file ontaining data related to the milling operations performed on individual materials. This file provides a detailed logs of machine state change durring the cnc machining operations that can be loaded into Python for analysis. Note : This dataset is published as part of our recent work-in-progress paper (A Multi-Material and Multi-Scenario Dataset forAdditive and Subtractive Manufacturing Operations), which has been accepted at the IEEE ETFA 2024 - IEEE International Conference on Emerging Technologies and Factory Automation. This is the first version of the dataset, and we are working collecting data from other manufacturing operations. Any modifications or updates to this dataset will be included in future versions.