Self-Training Statistical Quality Prediction of Batch Processes with Limited Quality Data

Industrial & Engineering Chemistry Research ◽

10.1021/ie300616s ◽

2012 ◽

Vol 52 (2) ◽

pp. 979-984 ◽

Author(s):

Zhiqiang Ge ◽

Zhihuan Song ◽

Furong Gao

Keyword(s):

Batch Processes ◽

Quality Data ◽

Quality Prediction ◽

Statistical Quality

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Stage-Based Process Analysis and Quality Prediction for Batch Processes

Industrial & Engineering Chemistry Research ◽

10.1021/ie048852l ◽

2005 ◽

Vol 44 (10) ◽

pp. 3547-3555 ◽

Author(s):

Ningyun Lu ◽

Furong Gao

Keyword(s):

Process Analysis ◽

Batch Processes ◽

Quality Prediction

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Quality prediction based on phase-specific average trajectory for batch processes

AIChE Journal ◽

10.1002/aic.11405 ◽

2008 ◽

Vol 54 (3) ◽

pp. 693-705 ◽

Author(s):

Chunhui Zhao ◽

Fuli Wang ◽

Zhizhong Mao ◽

Ningyun Lu ◽

Mingxing Jia

Keyword(s):

Batch Processes ◽

Quality Prediction

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Profile-driven Features for Offline Quality Prediction in Batch Processes

Computer Aided Chemical Engineering - 27th European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-444-63965-3.50252-x ◽

2017 ◽

pp. 1501-1506 ◽

Author(s):

Ricardo Rendall ◽

Bo Lu ◽

Ivan Castillo ◽

Swee-Teng Chin ◽

Leo H. Chiang ◽

...

Keyword(s):

Batch Processes ◽

Quality Prediction

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Two-Direction Residual Recursive Quality Prediction for Multi-Mode Multi-Phase Batch Processes

2020 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc49329.2020.9164172 ◽

2020 ◽

Author(s):

Zhao Luping ◽

Huang Xin ◽

Wang Shu ◽

Chang Yuqing

Keyword(s):

Batch Processes ◽

Quality Prediction ◽

Multi Phase ◽

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Final quality prediction method for new batch processes based on improved JYKPLS process transfer model

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2018.10.004 ◽

2018 ◽

Vol 183 ◽

pp. 1-10 ◽

Author(s):

Fei Chu ◽

Xiang Cheng ◽

Runda Jia ◽

Fuli Wang ◽

Meng Lei

Keyword(s):

Prediction Method ◽

Batch Processes ◽

Transfer Model ◽

Quality Prediction ◽

Process Transfer

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Fuzzy Phase Partition and Hybrid Modeling Based Quality Prediction and Process Monitoring Methods for Multiphase Batch Processes

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.5b04252 ◽

2016 ◽

Vol 55 (14) ◽

pp. 4045-4058 ◽

Author(s):

Lijia Luo ◽

Shiyi Bao ◽

Jianfeng Mao ◽

Di Tang ◽

Zengliang Gao

Keyword(s):

Process Monitoring ◽

Hybrid Modeling ◽

Batch Processes ◽

Quality Prediction ◽

Monitoring Methods ◽

Phase Partition

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Multi-kernel Gaussian process regression and Bayesian model averaging based nonlinear state estimation and quality prediction of multiphase batch processes

2013 American Control Conference ◽

10.1109/acc.2013.6580690 ◽

2013 ◽

Author(s):

Jie Yu ◽

Kuilin Chen ◽

Junichi Mori ◽

Mudassir M. Rashid

Keyword(s):

Gaussian Process ◽

State Estimation ◽

Bayesian Model ◽

Bayesian Model Averaging ◽

Model Averaging ◽

Gaussian Process Regression ◽

Batch Processes ◽

Quality Prediction ◽

Nonlinear State Estimation ◽

Nonlinear State

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Quality prediction based on HOPLS-CP for batch processes

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2015.02.010 ◽

2015 ◽

Vol 143 ◽

pp. 28-39 ◽

Author(s):

Lijia Luo ◽

Shiyi Bao ◽

Zengliang Gao

Keyword(s):

Batch Processes ◽

Quality Prediction

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Online Performance Monitoring and Quality Prediction for Batch Processes

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)38748-7 ◽

2004 ◽

Vol 37 (1) ◽

pp. 299-304

Author(s):

Cenk Ündey ◽

Ali Cinar

Keyword(s):

Performance Monitoring ◽

Batch Processes ◽

Quality Prediction ◽

Online Performance Monitoring

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Quality prediction based on sub-stage LS-SVM for batch processes

2009 Chinese Control and Decision Conference ◽

10.1109/ccdc.2009.5195247 ◽

2009 ◽

Author(s):

Guo Xiaoping ◽

Zhao wendan ◽

Li yuan

Keyword(s):

Batch Processes ◽

Quality Prediction

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