All entries by author "John F. MacGregor"

Articles per year:

Title	Author(s)	Year	Tags
Multivariate statistical monitoring of process operating performance	Kresta, MacGregor and Marlin	1991	fault detection monitoring PCA PLS SPC
Data-based latent variable methods for process analysis, monitoring and control	MacGregor, Yu, García-Muñoz and Flores-Cerrillo	2005	image machine vision monitoring PCA PLS
Statistical process control of multivariate processes	MacGregor and Kourti	1995	batch control charts fault diagnosis monitoring PCA SPC
Development of inferential process models using PLS	Kresta, Marlin and MacGregor	1994	distillation feedback control soft sensors
Multivariate image analysis for real time process monitoring and control	Bharati and MacGregor	1998	image monitoring multiway PCA
Troubleshooting of an industrial batch process using multivariate methods	García-Muñoz, Kourti, MacGregor, Mateos and Murphy	2003	alignment application batch troubleshooting
Product optimization and control in the latent variable space of nonlinear PLS models	Yacoub and MacGregor	2004	nonlinear optimization process control process development
Multivariate data analysis applied to low-density polyethylene reactors	Skagerberg, MacGregor and Kiparissides	1992	application monitoring
Multivariate design of process experiments (M-DOPE)	Kettaneh-Wold, MacGregor, Dayal and Wold	1994	application experiments PLS
Process monitoring and diagnosis by multiblock PLS method	MacGregor, Jaeckle, Kiparissides and Koutoudi	1994	CUSUM EWMA monitoring multiblock
Monitoring batch processes using multiway principal component analysis	Nomikos and MacGregor	1994	application batch monitoring multiway
Process analysis, monitoring and diagnosis, using multivariate projection methods	Kourti and MacGregor	1995	application monitoring tutorial
Multi-way partial least squares in monitoring batch processes	Nomikos and MacGregor	1995	batch monitoring PLS simulation SPC
Multivariate SPC charts for monitoring batch processes	Nomikos and MacGregor	1995	adaptive alignment application batch biplot
Control of batch product quality by trajectory manipulation using latent variable models	Flores-Cerrillo and MacGregor	2004	application model inversion PLS process control
Automatic masking in multivariate image analysis using support vector machines	Liu, Bharati, Dunn and MacGregor	2005	image machine vision masking SVM
Establishing multivariate specification regions for incoming materials	Duchesne and MacGregor	2004	application PLS specifications
Product transfer between plants using historical process data	Jaeckle and MacGregor	2000	model inversion product transfer
Digital imaging for online monitoring and control of industrial snack food processes	Yu, MacGregor, Haarsma and Bourg	2003	application food image PCA soft sensors
Product design through multivariate statistical analysis of process data	Jaeckle and MacGregor	1998	model inversion product development simulation
Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS	Kourti, Nomikos and MacGregor	1995	application batch fault diagnosis monitoring multiblock multiway
Missing data methods in PCA and PLS: score calculations with incomplete observations	Nelson, Taylor and MacGregor	1996	missing data
Using on-line process data to improve quality: challenges for statisticians	MacGregor	1997	monitoring review SPC
Multivariate SPC methods for process and product monitoring	Kourti and MacGregor	1996	contribution plots monitoring
Statistical and causal model-based approaches to fault detection and isolation	Yoon and MacGregor	2000	fault detection fault diagnosis

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