Fault detection and classification in chemical processes using NMFSC and structural SVMs

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

The optimization of the kind and parameters of kernel function in KPCA for process monitoring

(2012) Mingxing Jia et al.   COMPUTERS & CHEMICAL ENGINEERING

Test of covariance changes without a large sample and its application to fault detection and classification

(2012) Hung Hung et al.   JOURNAL OF PROCESS CONTROL

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

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

Variable window adaptive Kernel Principal Component Analysis for nonlinear nonstationary process monitoring

(2011) Issam Ben Khediri et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A novel fault diagnosis system using pattern classification on kernel FDA subspace

(2010) Zhi-Bo Zhu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Intelligent ICA–SVM fault detector for non-Gaussian multivariate process monitoring

(2009) Chun-Chin Hsu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A process monitoring scheme based on independent component analysis and adjusted outliers

(2009) Chun-Chin Hsu et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Variable-weighted Fisher discriminant analysis for process fault diagnosis

(2009) Xiao Bin He et al.   JOURNAL OF PROCESS CONTROL

Fault detection and diagnosis in process data using one-class support vector machines

(2009) Sankar Mahadevan et al.   JOURNAL OF PROCESS CONTROL

Cutting-plane training of structural SVMs

(2009) Thorsten Joachims et al.   MACHINE LEARNING

Improved nonlinear fault detection technique and statistical analysis

(2008) Yingwei Zhang et al.   AICHE JOURNAL