卧式机床行程精度分析数据集

数据内容包含机床关键精度指标：X/Y/Z轴定位误差、重复定位精度、反向间隙、直线度与垂直度误差，并附有温度补偿系数。每台设备均标注了主要影响因素（如导轨磨损、丝杠预紧、环境变化等）及具体优化建议，形成“检测-诊断-建议”的完整闭环。该数据集适用于机床状态监控、预测性维护、加工工艺优化与质量控制等场景，可为智能制造中的设备健康管理、精度补偿与维修决策提供可靠的数据支持。The dataset includes key accuracy indicators for machine tools: positioning errors of X, Y and Z axes, repeat positioning accuracy, backlash, straightness and squareness errors, as well as temperature compensation coefficients. For each piece of equipment, its main influencing factors (such as guideway wear, lead screw preloading, environmental changes, etc.) and specific optimization suggestions are annotated, forming a complete closed-loop of "detection-diagnosis-suggestion". This dataset is applicable to scenarios such as machine tool condition monitoring, predictive maintenance, machining process optimization and quality control, and can provide reliable data support for equipment health management, accuracy compensation and maintenance decision-making in smart manufacturing.

搜集汇总

背景与挑战

背景概述

该数据集专注于卧式机床的行程精度分析，可能包含机床在运动过程中的位置误差、重复定位精度等关键参数。这些数据有助于评估机床性能、优化加工工艺，并支持工业自动化领域的精度控制研究。数据集适用于机械工程、智能制造和质量检测等相关应用场景。