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.

本数据集采集自达姆施塔特工业大学（TU Darmstadt）生产管理、技术与机床工具研究所的CiP过程学习工厂，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其所属框架的有效性，案例研究围绕真实场景下的计算机数字控制（Computer Numerical Control）铣削加工过程监控展开。数据集包含加速度计（accelerometer）数据与多种类型的真实概念漂移。本次上传的文件提供了在PTW云基础设施中访问该数据集的链接与访问密码。

搜集汇总

背景与挑战

背景概述

该数据集来自达姆施塔特工业大学的CiP离散制造学习工厂，专门用于演示和测试InterQ解决方案在计算机数控铣削过程监控中的有效性。它包含加速度计数据和多种真实概念漂移类型，并通过上传文件提供云基础设施访问链接和密码。