Online monitoring method for multiple operating batch processes based on local collection standardization and multi‐model dynamic PCA

[1]  Jesús Picó,et al.  Multi-phase principal component analysis for batch processes modelling , 2006 .

[2]  Christos Georgakis,et al.  Disturbance detection and isolation by dynamic principal component analysis , 1995 .

[3]  René Van Grieken,et al.  Comparison and evaluation of hierarchical cluster techniques applied to automated electron probe x-ray microanalysis data , 1992 .

[4]  Yan Wang,et al.  Model Predictive Control Synthesis Approach of Electrode Regulator System for Electric Arc Furnace , 2011 .

[5]  C. Yoo,et al.  Nonlinear process monitoring using kernel principal component analysis , 2004 .

[6]  John F. MacGregor,et al.  Multivariate monitoring of batch processes using batch‐to‐batch information , 2004 .

[7]  Zhizhong Mao,et al.  Hybrid Modeling of Molten Steel Temperature Prediction in LF , 2008 .

[8]  Age K. Smilde,et al.  Critical evaluation of approaches for on-line batch process monitoring , 2002 .

[9]  Zhi-huan Song,et al.  Online monitoring of nonlinear multiple mode processes based on adaptive local model approach , 2008 .

[10]  Zhiqiang Ge,et al.  Multimode process monitoring based on Bayesian method , 2009 .

[11]  S. Joe Qin,et al.  Statistical process monitoring: basics and beyond , 2003 .

[12]  Age K. Smilde,et al.  Fault detection properties of global, local and time evolving models for batch process monitoring , 2005 .

[13]  Yuan Yao,et al.  Phase and transition based batch process modeling and online monitoring , 2009 .

[14]  Ünal Çamdali,et al.  Steady State Heat Transfer of Ladle Furnace During Steel Production Process , 2006 .

[15]  In-Beum Lee,et al.  Adaptive multivariate statistical process control for monitoring time-varying processes , 2006 .

[16]  Yuan Yao,et al.  Statistical analysis and online monitoring for multimode processes with between-mode transitions , 2010 .

[17]  Fuli Wang,et al.  Sub-PCA Modeling and On-line Monitoring Strategy for Batch Processes (R&D Note) , 2004 .

[18]  Manabu Kano,et al.  Evolution of multivariate statistical process control: application of independent component analysis and external analysis , 2004, Comput. Chem. Eng..

[19]  Jie Zhang,et al.  Performance monitoring of processes with multiple operating modes through multiple PLS models , 2006 .

[20]  Junghui Chen,et al.  On-line batch process monitoring using dynamic PCA and dynamic PLS models , 2002 .

[21]  Svante Wold,et al.  Modelling and diagnostics of batch processes and analogous kinetic experiments , 1998 .

[22]  Chonghun Han,et al.  Real-time monitoring for a process with multiple operating modes , 1998 .

[23]  Ye-In Chang,et al.  All-nearest-neighbors finding based on the Hilbert curve , 2011, Expert Syst. Appl..

[24]  Ünal Çamdali,et al.  Mass Balance Modeling for Electric Arc Furnace and Ladle Furnace System in Steelmaking Facility in Turkey , 2007 .

[25]  A. J. Morris,et al.  Performance monitoring of a multi-product semi-batch process , 2001 .

[26]  Zhizhong Mao,et al.  Ladle Furnace Steel Temperature Prediction Model Based on Partial Linear Regularization Networks with Sparse Representation , 2012 .

[27]  B. Bakshi.  Multiscale PCA with application to multivariate statistical process monitoring , 1998 .

[28]  B Lennox,et al.  Process monitoring of an industrial fed-batch fermentation. , 2001, Biotechnology and bioengineering.

[29]  Sebastião J. Formosinho,et al.  Improving hierarchical cluster analysis: A new method with outlier detection and automatic clustering , 2007 .

[30]  David J. Sandoz,et al.  The application of principal component analysis and kernel density estimation to enhance process monitoring , 2000 .

[31]  Uwe Kruger,et al.  Synthesis of T2 and Q statistics for process monitoring , 2004 .

[32]  S. Zhao,et al.  Monitoring of Processes with Multiple Operating Modes through Multiple Principle Component Analysis Models , 2004 .

[33]  Rajagopalan Srinivasan,et al.  Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control , 2008, Comput. Chem. Eng..

[34]  Yan Wang,et al.  Modeling of electrode system for three-phase electric arc furnace , 2010 .

[35]  Jesús Picó,et al.  Online monitoring of batch processes using multi-phase principal component analysis , 2006 .

[36]  S. Taniguchi,et al.  Fluid flow and gas–liquid mass transfer in gas-injected vessels , 2002 .

[37]  Zhizhong Mao,et al.  A fast monitoring method for multiple operating batch processes with incomplete modeling data types , 2015 .

[38]  S. Qin,et al.  Multimode process monitoring with Bayesian inference‐based finite Gaussian mixture models , 2008 .