Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis

Chemometrics and Intelligent Laboratory Systems

Volumn 50, Issue 2, 2000, Pages 243-252

  Chiang, Leo H ^a   Russell, Evan L ^a   Braatz, Richard D ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Chemometric methods; Dimensionality reduction; Discriminant analysis; Discriminant partial least squares; Fault detection; Fault diagnosis; Fisher's discriminant analysis; Large scale systems; Multivariate statistics; Pattern classification; Principal component analysis; Process monitoring

Indexed keywords

ARTICLE; CHEMICAL REACTION; COMPUTER SIMULATION; DISCRIMINANT ANALYSIS; ERROR; INFORMATION PROCESSING; MODEL; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; TECHNIQUE;

EID: 0034643075     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-7439(99)00061-1     Document Type: Article

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