首页> 外国专利> Apparatus and method for analyzing ceramic film manufacturing process and record media recorded program for realizing the same

Apparatus and method for analyzing ceramic film manufacturing process and record media recorded program for realizing the same

机译:用于分析陶瓷膜制造过程的装置和方法,并记录媒体记录的程序,用于实现相同的程序

摘要

A ceramic film manufacturing process analysis apparatus and method, and a recording medium recording a program for implementing the same are disclosed. According to a preferred embodiment of the present invention, a new model is generated using a Lasso (Least Absolute Shrinkage and Selection operator) algorithm based on a data sample used in a ceramic film manufacturing process implemented by machine learning, and the generated new The cause analysis of the failure occurring when the data sample is used is performed through data characteristic analysis using the model, and the cause variable for the prediction result is calculated and displayed using the performed cause analysis. According to the present invention, when a problem occurs in the prediction result of the manufacturing process of the ceramic film implemented through machine learning, it is possible to easily identify the problem, which makes the application of the ceramic film manufacturing process through machine learning more useful has the advantage of having
机译:公开了一种陶瓷膜制造过程分析装置和方法,以及记录用于实现该程序的记录介质。根据本发明的优选实施例,使用基于机器学习实现的陶瓷膜制造过程中使用的数据样本的套索(最小绝对收缩和选择运算符)算法生成新模型,以及产生的新原因使用模型的数据特性分析执行使用数据特性分析时发生的故障分析,并使用执行的原因分析计算并显示预测结果的原因变量。根据本发明,当在通过机器学习实施的陶瓷膜的制造过程的预测结果中发生问题时,可以容易地识别问题,这使得通过机器学习的应用程序的应用有用的优势

著录项

  • 公开/公告号KR20210063812A

    专利类型

  • 公开/公告日2021-06-02

    原文格式PDF

  • 申请/专利权人 한국세라믹기술원;

    申请/专利号KR1020190152366

  • 发明设计人 조성범;

    申请日2019-11-25

  • 分类号G05B23/02;

  • 国家 KR

  • 入库时间 2022-08-24 19:12:09

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