吉利发动机缸体在线验证数据

吉利发动机缸体在线验证数据主要通过“通用刀具监控系统”对宁波吉利缸体线和缸盖线中的6台设备，其中4台GROB（双轴），2台DMG（单轴），在加工发动机缸体生产过程中的主轴功率、X/Y/Z轴的震动频率，同时通过读取机床的主轴转速、进给速度等参数信息。并对刀具的加工寿命进行记录（已加工零件数），在加工的过程中，当检测到异常信息时，就停机通过基恩士KEYENCE VHX-5000测量设备对刀具磨损值测量记录。

The online verification data for Geely engine cylinder blocks is primarily collected via the Universal Tool Monitoring System, targeting 6 pieces of equipment deployed on the Ningbo Geely cylinder block production line and cylinder head production line. Of these devices, 4 are GROB (dual-axis) machines and 2 are DMG (single-axis) machines. During the engine cylinder block machining process, multiple parameters are collected and recorded, including spindle power, vibration frequencies of the X, Y, and Z axes, spindle speed, and feed rate. Additionally, the tool service life is documented using the number of machined parts. When abnormal conditions are detected during machining, the machine will shut down, and the tool wear value will be measured and logged with the KEYENCE VHX-5000 measuring apparatus.

搜集汇总

背景与挑战

背景概述

该数据集聚焦于吉利发动机缸体生产中的在线验证，通过通用刀具监控系统采集加工设备的主轴功率、震动频率、转速和进给速度等参数。同时，它记录了刀具的加工寿命，并在检测到异常时进行停机磨损测量，以支持刀具寿命检测分析。