Scale-sifting multiscale nonlinear process quality monitoring and fault detection

Quality-relevant and process-relevant fault monitoring with concurrent projection to latent structures

(2012) S. Joe Qin et al.   AICHE JOURNAL

A new dissimilarity method integrating multidimensional mutual information and independent component analysis for non-Gaussian dynamic process monitoring

(2012) Mudassir M. Rashid et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Fault diagnosis of Tennessee Eastman process with multi-scale PCA and ANFIS

(2012) C.K. Lau et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Local ICA for multivariate statistical fault diagnosis in systems with unknown signal and error distributions

(2011) Zhiqiang Ge et al.   AICHE JOURNAL

Sub-stage PCA modelling and monitoring method for uneven-length batch processes

(2011) Yu-Qing Chang et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

Multivariate process monitoring and analysis based on multi-scale KPLS

(2011) Yingwei Zhang et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Improved multi-scale kernel principal component analysis and its application for fault detection

(2011) Yingwei Zhang et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Quality Relevant Data-Driven Modeling and Monitoring of Multivariate Dynamic Processes: The Dynamic T-PLS Approach

(2011) Gang Li et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Batch process monitoring based on support vector data description method

(2011) Zhiqiang Ge et al.   JOURNAL OF PROCESS CONTROL

Fault diagnosis of nonlinear processes using multiscale KPCA and multiscale KPLS

(2010) Yingwei Zhang et al.   CHEMICAL ENGINEERING SCIENCE

Multi-scale extension of PLS algorithm for advanced on-line process monitoring

(2009) Hae Woo Lee et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Statistical-based monitoring of multivariate non-Gaussian systems

(2008) Xueqin Liu et al.   AICHE JOURNAL

Local dynamic partial least squares approaches for the modelling of batch processes

(2008) N. M. Fletcher et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING