CiP Discrete Manufacturing Dataset (Cylinder bottom (SAW))
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资源简介:
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.
本数据集采集自达姆施塔特工业大学(TU Darmstadt)生产管理、技术与机床研究所的CiP过程学习工厂,用于演示与测试InterQ开发的解决方案。该数据集曾在一项针对真实计算机数控(Computer Numerical Control,简称CNC)铣削工艺的过程监控案例研究中,用于验证该框架的有效性。本数据集包含加速度计数据与多种类型的真实概念漂移。
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Zenodo创建时间:
2023-10-31



