CiP Discrete Manufacturing Dataset (CNC Miling Machine (Process Data))

Dataset recorded in the process learning factory CiP at the Institute for Production Management, Technology and Machine Tools, TU Darmstadt for the purpose of demonstrating and testing InterQ developed solutions. It was used to demonstrate the framework's effectiveness in a case study, involving process monitoring of a real-world Computer Numerical Control milling process. The dataset includes accelerometer data and multiple types of realistic concept drifts. The uploaded file includes the link and password for accessing the dataset in PTW's cloud infrastructure.本数据集由达姆施塔特工业大学(TU Darmstadt)生产管理、技术与机床研究所下属的CiP过程学习工厂录制，用于演示与测试InterQ开发的解决方案。该数据集曾在一项案例研究中用于验证该框架的有效性，案例涉及真实计算机数字控制(Computer Numerical Control, CNC)铣削加工过程的状态监控。数据集包含加速度计数据与多种类型的真实概念漂移。本次上传的文件包含了在PTW云基础设施中访问该数据集的链接与访问密码。