Out-of-Control Multivariate Patterns Recognition Using <i>D</i><sup>2</sup> and SVM: A Study Case for GMAW

Out-of-Control Multivariate Patterns Recognition Using <i>D</i><sup>2</sup> and SVM: A Study Case for GMAW

Industrial processes seek to improve their quality control, including new technologies and satisfying requirements for globalised markets. In this paper, we present an innovative method based on Multivariate Pattern Recognition (MVPR) and process monitoring in a real-world study case. By identifying...

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Bibliographic Details
Main Authors: Pamela Chiñas-Sanchez, Ismael Lopez-Juarez, Jose Antonio Vazquez-Lopez, Jose Luis Navarro-Gonzalez, Aidee Hernandez-Lopez
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Mathematics
Subjects:
multivariate patterns
support vector machines (SVM)
mahalanobis distance
robotic welding process
GMAW
Online Access:https://www.mdpi.com/2227-7390/9/5/467

Internet

https://www.mdpi.com/2227-7390/9/5/467

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