Multivariate statistical monitoring of batch processes

• Main Author: Tong, Rhoda Min Ting.
• Other Authors: School of Chemical and Biomedical Engineering
• Format: Final Year Project
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Chemical engineering::Processes and operations
• Online Access: http://hdl.handle.net/10356/16386
• Institution: Nanyang Technological University

Extensive overload of data obtained from batch processes see the need for reduced dimensional analysis to gain better ground for fault detection and diagnosis to be carried out. Principal component analysis (PCA) is used to extract information from the unfolded matrix derived from a three-dimensiona...