Inferential monitoring and optimization of crude separation units via hybrid models

Multimode process monitoring with Bayesian inference‐based finite Gaussian mixture models

Jie Yu, S. Joe Qin · AIChE Journal · 2008 · 491 citations

Engineering, Chemical Engineering, Systems Engineering +16

Analysis of mixture data with partial least squares

Nouna Kettaneh‐Wold · Chemometrics and Intelligent Laboratory Systems · 1992 · 407 citations

Business, Biostatistics, Bayesian Data Analysis +6

Estimation of distillation compositions from multiple temperature measurements using partial-least-squares regression

Thor Mejdell, Sigurd Skogestad · Industrial & Engineering Chemistry Research · 1991 · 197 citations

Engineering, Chemistry, Analytical Chemistry +5

A nonlinear kernel Gaussian mixture model based inferential monitoring approach for fault detection and diagnosis of chemical processes

Jie Yu · Chemical Engineering Science · 2011 · 179 citations

Engineering, Chemical Engineering, Chemistry +17

A Bayesian inference based two-stage support vector regression framework for soft sensor development in batch bioprocesses

Jie Yu · Computers & Chemical Engineering · 2012 · 155 citations

Engineering, Bioengineering, Chemical Engineering +17