Optimization of surface appearance defect reduction for alumina substrate using design of experiment and data mining technique

• Main Authors: Holimchayachotikul P., Phanruangrong N.
• 格式: Book Series
• 出版: 2017
• 在線閱讀: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84903841136&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/43363

This paper presents an integrated application of design of experiments (DOE) with support vector machine (SVM) for manufacturing process modeling in order to achieve a high accuracy model. The proposed method is as follows. First, DOE is applied to indicate the critical parameters of the process. Du...