On-line batch process monitoring using batch dynamic kernel principal component analysis

Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy

Paul M. Frank · Automatica · 1990 · 3.5K citations

Engineering, Computer Engineering, Systems Engineering +16

An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

Kybernetes · 2001 · 3.3K citations

Computing, Computer Science, Data Science +14

Process fault detection based on modeling and estimation methods—A survey

Rolf Isermann · Automatica · 1984 · 2.3K citations

Engineering, Computer Engineering, Systems Engineering +14

Monitoring batch processes using multiway principal component analysis

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

Engineering, Chemical Engineering, Process Control +16

Disturbance detection and isolation by dynamic principal component analysis

Wenfu Ku, Robert H. Storer, Christos Georgakis · Chemometrics and Intelligent Laboratory Systems · 1995 · 1.5K citations

Engineering, Systems Engineering, Complex Systems +13