Fault Detection and Diagnosis Based on PCA and a New Contribution Plot

Statistical process monitoring: basics and beyond

S. Joe Qin · Journal of Chemometrics · 2003 · 1.6K citations

Engineering, Industrial Engineering, Systems Engineering +16

ROBPCA: A New Approach to Robust Principal Component Analysis

Mia Hubert, Peter J. Rousseeuw, Karlien Vanden Branden · Technometrics · 2005 · 1K citations

Computing, Computer Science, Data Mining +11

Multivariate SPC Methods for Process and Product Monitoring

Theodora Kourti, John F. MacGregor · Journal of Quality Technology · 1996 · 668 citations

Engineering, Chemical Engineering, Industrial Engineering +14

Selection of the Number of Principal Components:  The Variance of the Reconstruction Error Criterion with a Comparison to Other Methods

Weihua Li, S. Joe Qin · Industrial & Engineering Chemistry Research · 1999 · 550 citations

Computing, Chemical Engineering, Chemistry +14

Generalized contribution plots in multivariate statistical process monitoring

Johan A. Westerhuis, Stephen P. Gurden, Age K. Smilde · Chemometrics and Intelligent Laboratory Systems · 2000 · 503 citations

Engineering, Chemical Engineering, Process Control +9