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（Institute for Production Management, Technology and Machine Tools）的CiP学习工厂采集，用于演示并测试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实际效能，案例围绕真实计算机数控（Computer Numerical Control）铣削加工过程的状态监测展开。本数据集包含加速度计数据与多种真实概念漂移场景。本次上传的文件中附带了PTW云基础设施内该数据集的访问链接与访问密码。

搜集汇总

背景与挑战

背景概述

该数据集是达姆施塔特工业大学CiP过程学习工厂记录的计算机数控铣削过程数据，用于演示和测试InterQ解决方案在过程监控中的有效性。它包含加速度计数据以及多种现实概念漂移，并通过PTW云基础设施提供访问链接和密码，便于研究和应用。