A study on the number of principal components and sensitivity of fault detection using PCA.

Masayuki Tamura Shinsuke Tsujita

Published in: Comput. Chem. Eng. (2007)

Keyphrases

principal components
principal component analysis
fault detection
principal components analysis
dimensionality reduction
covariance matrix
feature extraction
expert systems
artificial intelligence
knowledge base
feature space
control system
fault diagnosis
independent components
condition monitoring
spectral data