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Adaptive process monitoring using principal component analysis and Gaussian Mixture Models
(Stellenbosch : Stellenbosch University, 2019-04)
ENGLISH ABSTRACT: Principal component analysis (PCA) is a well-known technique used in combination with monitoring statistics for fault detection. Moving window PCA and recursive PCA are adaptive extensions of PCA that ...