An independent component analysis and mutual information based non-Gaussian pattern matching method for fault detection and diagnosis of complex cryogenic air separation process. - Jingyan Chen; Jie Yu 011; Junichi Mori; Mudassir M. Rashid; Gangshi Hu; Honglu Yu; Jesus Flores-Cerrillo; Lawrence Megan (ACC, 2013)

Multi-kernel Gaussian process regression and Bayesian model averaging based nonlinear state estimation and quality prediction of multiphase batch processes. - Jie Yu 011; Kuilin Chen; Junichi Mori; Mudassir M. Rashid (ACC, 2013)

Closed-loop subspace projection based state-space model-plant mismatch detection and isolation for MIMO MPC performance monitoring. - Jingyan Chen; Jie Yu 011; Junichi Mori (CDC, 2013)

Maximized mutual information based non-Gaussian subspace projection method for quality relevant process monitoring and fault detection. - Junichi Mori; Jie Yu 011 (CDC, 2013)

A non-Gaussian pattern matching based dynamic process monitoring approach and its application to cryogenic air separation process. - Jingyan Chen; Jie Yu 011; Junichi Mori; Mudassir M. Rashid; Gangshi Hu; Honglu Yu; Jesus Flores-Cerrillo; Lawrence Megan (Comput. Chem. Eng., 2013)

Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes. - Junichi Mori; Vladimir Mahalec; Jie Yu 011 (Comput. Chem. Eng., 2014)