Multiway Interval Partial Least Squares for Batch Process Performance Monitoring

Shallon Stubbs; Jie Zhang; Julian Morris

doi:10.1021/ie303562t

Multiway Interval Partial Least Squares for Batch Process Performance Monitoring

Industrial & Engineering Chemistry Research ◽

10.1021/ie303562t ◽

2013 ◽

Vol 52 (35) ◽

pp. 12399-12407 ◽

Cited By ~ 17

Author(s):

Shallon Stubbs ◽

Jie Zhang ◽

Julian Morris

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Performance Monitoring ◽

Batch Process ◽

Process Performance

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BioProcess performance monitoring using multiway interval partial least squares ☆

Computer Aided Chemical Engineering - Process Systems Engineering for Pharmaceutical Manufacturing ◽

10.1016/b978-0-444-63963-9.00010-5 ◽

2018 ◽

pp. 243-259 ◽

Cited By ~ 1

Author(s):

Shallon Stubbs ◽

Jie Zhang ◽

Julian Morris

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Performance Monitoring

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Quality relevant nonlinear batch process performance monitoring using a kernel based multiway non-Gaussian latent subspace projection approach

Journal of Process Control ◽

10.1016/j.jprocont.2013.10.017 ◽

2014 ◽

Vol 24 (1) ◽

pp. 57-71 ◽

Cited By ~ 46

Author(s):

Junichi Mori ◽

Jie Yu

Keyword(s):

Performance Monitoring ◽

Batch Process ◽

Process Performance ◽

Subspace Projection ◽

Projection Approach ◽

Non Gaussian

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Enhanced batch process monitoring using just-in-time-learning based kernel partial least squares

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2013.02.004 ◽

2013 ◽

Vol 123 ◽

pp. 15-27 ◽

Cited By ~ 39

Author(s):

Yi Hu ◽

Hehe Ma ◽

Hongbo Shi

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Process Monitoring ◽

Batch Process ◽

Just In Time ◽

Kernel Partial Least Squares ◽

Batch Process Monitoring

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Partial Least Squares for Power Plant Performance Monitoring

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)34474-9 ◽

2003 ◽

Vol 36 (20) ◽

pp. 243-248 ◽

Cited By ~ 1

Author(s):

J. Ritchie ◽

D. Flynn

Keyword(s):

Power Plant ◽

Least Squares ◽

Partial Least Squares ◽

Performance Monitoring ◽

Plant Performance

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Online Batch/Fed-Batch Process Performance Monitoring, Quality Prediction, and Variable-Contribution Analysis for Diagnosis

Industrial & Engineering Chemistry Research ◽

10.1021/ie0208218 ◽

2003 ◽

Vol 42 (20) ◽

pp. 4645-4658 ◽

Cited By ~ 130

Author(s):

Cenk Ündey ◽

Sinem Ertunç ◽

Ali Çınar

Keyword(s):

Performance Monitoring ◽

Batch Process ◽

Quality Prediction ◽

Process Performance ◽

Fed Batch ◽

Contribution Analysis ◽

Variable Contribution ◽

Monitoring Quality

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Boosting Weighted Partial Least Squares for Batch Process Quality Prediction

IFAC Proceedings Volumes ◽

10.3182/20120710-4-sg-2026.00011 ◽

2012 ◽

Vol 45 (15) ◽

pp. 262-267 ◽

Cited By ~ 1

Author(s):

Chih-Chiun Chiu ◽

Xusong Qin ◽

Yuan Yao

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Batch Process ◽

Process Quality ◽

Quality Prediction

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An overview of multivariate statistical process control in continuous and batch process performance monitoring

Transactions of the Institute of Measurement and Control ◽

10.1177/014233129601800107 ◽

1996 ◽

Vol 18 (1) ◽

pp. 51-60 ◽

Cited By ~ 53

Author(s):

E.B. Martin ◽

A.J. Morris

Keyword(s):

Process Control ◽

Statistical Process Control ◽

Performance Monitoring ◽

Batch Process ◽

Multivariate Statistical Process Control ◽

Process Performance ◽

Multivariate Statistical ◽

Statistical Process

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Enhanced batch process monitoring and quality prediction based on multi-phase multi-way partial least squares

2010 IEEE International Conference on Intelligent Computing and Intelligent Systems ◽

10.1109/icicisys.2010.5658834 ◽

2010 ◽

Author(s):

Xiuzhe Chen ◽

Xunjin Gao ◽

Yating Zhang ◽

Yongsheng Qi

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Process Monitoring ◽

Batch Process ◽

Quality Prediction ◽

Batch Process Monitoring ◽

Multi Phase

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On-line batch process monitoring using hierarchical kernel partial least squares

Chemical Engineering Research and Design ◽

10.1016/j.cherd.2011.01.002 ◽

2011 ◽

Vol 89 (10) ◽

pp. 2078-2084 ◽

Cited By ~ 29

Author(s):

Yingwei Zhang ◽

Zhiyong Hu

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Process Monitoring ◽

Batch Process ◽

Kernel Partial Least Squares ◽

Batch Process Monitoring ◽

On Line

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Accelerated Online Batch Process Local Monitoring and Soft Sensing Based on Pre-Clustered Fuzzy-C-JITL Multiway Partial Least Squares

International Journal of Modeling and Optimization ◽

10.7763/ijmo.2017.v7.583 ◽

2017 ◽

Vol 7 (4) ◽

pp. 194-201

Author(s):

Xichang Wang ◽

◽

Pu Wang ◽

Jie Zhang ◽

Xuejin Gao ◽

...

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Batch Process ◽

Soft Sensing ◽

Local Monitoring

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