A geometric method for batch data visualization, process monitoring and fault detection

Using dynamic time warping to find patterns in time series

Donald J. Berndt, James Clifford · Knowledge Discovery and Data Mining · 1994 · 2.9K citations

Computing, Computer Science, Data Science +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

Multivariate SPC Charts for Monitoring Batch Processes

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

Engineering, Chemical Engineering, Industrial Engineering +17

Review of Recent Research on Data-Based Process Monitoring

Zhiqiang Ge, Zhihuan Song, Furong Gao · Industrial & Engineering Chemistry Research · 2013 · 950 citations

Engineering, Data Science, Systems Engineering +16