Structural Fault Detection Using Dynamic Principal Component Analysis (DPCA)

• Main Author: Kalaichelvan, Mohana Rooparn
• Format: Final Year Project
• Language: English
• Published: IRC 2014
• Subjects: TP Chemical technology
• Online Access: http://utpedia.utp.edu.my/14485/1/MOHANA%20ROOPARN%20-%2015338.pdf; http://utpedia.utp.edu.my/14485/

ABSTRACT Principal component analysis (PCA) is a well-known data dimensionality reduction technique that has been used to detect faults during the operation of industrial processes. A modification to this is the Dynamic Principal Component Analysis (DPCA) which takes into account serial correlat...