Data-based latent variable methods for process analysis, monitoring and control

Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models

Svante Wold · Technometrics · 1978 · 2.5K citations

Monitoring batch processes using multiway principal component analysis

Paul Nomikos, John F. MacGregor · AIChE Journal · 1994 · 1.5K citations

Engineering, Industrial Engineering, Smart Manufacturing +19

Multivariate SPC Charts for Monitoring Batch Processes

Paul Nomikos, John F. MacGregor · Technometrics · 1995 · 1.4K citations

Engineering, Industrial Engineering, Control Charts +20

Statistical process control of multivariate processes

John F. MacGregor, Theodora Kourti · Control Engineering Practice · 1995 · 1.2K citations

Statistical Process Control, Process Monitoring, Process Analysis +2

Fault detection and diagnosis in engineering systems

Philippe Thomas · Control Engineering Practice · 2002 · 1.2K citations

Reliability Engineering, Engineering, Software Testing +8