数控机床加工精度分析数据集

该数据集主要应用于数控机床加工企业的工作中，企业可利用数控机床加工精度分析数据集，深入剖析不同加工参数组合下的零件精度表现。通过对比不同转速、进给量、切削深度等参数与加工精度的关联数据，找出最优参数组合，提高整体生产效率和产品合格率，降低因参数设置不当导致的原材料浪费和返工成本。

This dataset is mainly designed for applications in CNC machining enterprises. Enterprises can utilize this CNC machining accuracy analysis dataset to conduct in-depth analyses of the accuracy performance of machined parts under various combinations of processing parameters. By comparing the correlation data between parameters such as spindle speed, feed rate, and depth of cut and machining accuracy, the optimal parameter combination can be determined, which helps improve overall production efficiency and product qualification rate, while reducing raw material waste and rework costs caused by improper parameter settings.

搜集汇总

背景与挑战

背景概述

该数据集由广东润星科技有限公司提供，聚焦数控机床加工过程，包含主轴转速、进给量、切削深度等关键参数以及尺寸、形状、位置等精度指标，源自企业实际生产数据。其特点在于通过分析加工参数与精度的关联，帮助企业优化生产流程，提高产品合格率和效率，适用于智能制造领域的数据驱动决策。