动态测量系统运行数据集

动态测量系统运行数据集主要面向零件加工过程中动态测量系统运行产生的数据，测量机床运行过程中的振动、噪声、声发射、驱动电流等数据，用于建立机床的运行状态模型，以实现对零件加工误差的诊断与预测，基于振动传感器采集机床振动信号，噪声传感器采集机床的噪声，声发射传感器采集机床的声发射信号，基于数控系统通讯协议采集机床的驱动轴电流数据，数据量8.46MB。The Dynamic Measurement System Operation Dataset focuses on data generated during the operation of dynamic measurement systems in parts machining processes. It collects data such as vibration, noise, acoustic emission, and drive current during machine tool operation, and is used to establish machine tool operation state models for the diagnosis and prediction of parts machining errors. Specifically, vibration signals of machine tools are collected via vibration sensors, machine tool noise is collected via noise sensors, acoustic emission signals are collected via acoustic emission sensors, and drive shaft current data of machine tools is acquired based on the CNC system communication protocol. The total size of this dataset is 8.46 MB.

搜集汇总

背景与挑战

背景概述

该数据集聚焦于零件加工过程中动态测量系统的运行数据，通过采集机床的振动、噪声、声发射和驱动电流等多源传感器数据，旨在构建机床运行状态模型，以支持加工误差的诊断与预测。数据集规模较小，包含5个文件，总数据量约8.46MB，由重庆理工大学作为创建机构，并隶属于国家重点研发计划项目，体现了其在机械工程和数控技术领域的应用价值。