德派DE-2050镀膜工艺过程数据集

该数据集适用于多层光学膜镀制过程中的工艺监控、参数优化与设备健康管理。通过分析成膜时间、蒸发源功率与速率的变化关系，可辅助判断电子束源的老化状态；结合光量变化与目标比率差异评估成膜精度；通过对不同气体流量与真空压力的统计分析，识别气路异常和控制波动点，从而提高膜层均匀性、缩短工艺周期，并降低材料与能耗成本。

This dataset is designed for process monitoring, parameter optimization and equipment health management during the deposition of multi-layer optical films. Analysis of the variation correlations among deposition time, evaporation source power and deposition rate can assist in evaluating the aging status of electron beam sources. Combining light intensity variations and deviations from target ratios enables the assessment of film deposition accuracy. Statistical analysis of varying gas flow rates and vacuum pressures can identify gas path abnormalities and control fluctuation points, thereby improving film uniformity, shortening process cycles, and reducing material and energy consumption costs.

搜集汇总

背景与挑战

背景概述

德派DE-2050镀膜工艺过程数据集来源于光学薄膜镀制设备的过程日志，包含材料类型、源功率、气体流量等工艺参数，适用于多层光学膜制备的工艺监控和设备优化。数据集以xlsx格式存储，涵盖成膜时间、压力变化值和目标比率偏差等处理指标，主要用于提高膜层均匀性和降低生产成本。