Latent variable model predictive control for trajectory tracking in batch processes: Alternative modeling approaches

Journal of Process Control ◽

10.1016/j.jprocont.2011.06.007 ◽

2011 ◽

Vol 21 (9) ◽

pp. 1345-1358 ◽

Author(s):

Masoud Golshan ◽

John F. MacGregor ◽

Prashant Mhaskar

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Trajectory Tracking ◽

Latent Variable ◽

Latent Variable Model ◽

Batch Processes ◽

Variable Model ◽

Modeling Approaches

Download Full-text

Latent Variable Model Predictive Control (LV-MPC) for trajectory tracking in batch processes

Journal of Process Control ◽

10.1016/j.jprocont.2010.01.007 ◽

2010 ◽

Vol 20 (4) ◽

pp. 538-550 ◽

Author(s):

Masoud Golshan ◽

John F. MacGregor ◽

Mark-John Bruwer ◽

Prashant Mhaskar

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Trajectory Tracking ◽

Latent Variable ◽

Latent Variable Model ◽

Batch Processes ◽

Download Full-text

Constrained latent variable model predictive control for trajectory tracking and economic optimization in batch processes

Journal of Process Control ◽

10.1016/j.jprocont.2016.06.005 ◽

2016 ◽

Vol 45 ◽

pp. 1-11 ◽

Author(s):

J.L. Godoy ◽

A.H. González ◽

J.E. Normey-Rico

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Trajectory Tracking ◽

Latent Variable ◽

Latent Variable Model ◽

Batch Processes ◽

Economic Optimization ◽

Download Full-text

Online Synchronization in Latent Variable Model Predictive Control for Trajectory Tracking of an Uneven Batch Process

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.1c03898 ◽

2021 ◽

Author(s):

Hye Ji Lee ◽

Shinje Lee ◽

Jong Min Lee

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Trajectory Tracking ◽

Latent Variable ◽

Batch Process ◽

Latent Variable Model ◽

Download Full-text

Ensemble learning based latent variable model predictive control for batch trajectory tracking under concept drift

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2020.106875 ◽

2020 ◽

Vol 139 ◽

pp. 106875 ◽

Author(s):

Dong Hwi Jeong ◽

Jong Min Lee

Keyword(s):

Model Predictive Control ◽

Ensemble Learning ◽

Predictive Control ◽

Trajectory Tracking ◽

Latent Variable ◽

Concept Drift ◽

Latent Variable Model ◽

Download Full-text

Latent Variable Model Predictive Control for Trajectory Tracking in Batch Processes: Internal Model Control Interpretation and Design Methodology

Industrial & Engineering Chemistry Research ◽

10.1021/ie400060j ◽

2013 ◽

Vol 52 (35) ◽

pp. 12437-12450 ◽

Author(s):

Honglu Yu ◽

Jesus Flores-Cerrillo

Keyword(s):

Predictive Control ◽

Trajectory Tracking ◽

Latent Variable ◽

Internal Model ◽

Design Methodology ◽

Internal Model Control ◽

Latent Variable Model ◽

Batch Processes ◽

Variable Model ◽

Download Full-text

Self-tuning final product quality control of batch processes using kernel latent variable model

Chemical Engineering Research and Design ◽

10.1016/j.cherd.2014.12.013 ◽

2015 ◽

Vol 94 ◽

pp. 119-130 ◽

Author(s):

Runda Jia ◽

Zhizhong Mao ◽

Fuli Wang ◽

Dakuo He

Keyword(s):

Quality Control ◽

Product Quality ◽

Latent Variable ◽

Latent Variable Model ◽

Batch Processes ◽

Product Quality Control ◽

Variable Model ◽

Download Full-text

Data-driven latent-variable model-based predictive control for continuous processes

Journal of Process Control ◽

10.1016/j.jprocont.2010.08.002 ◽

2010 ◽

Vol 20 (10) ◽

pp. 1207-1219 ◽

Author(s):

D. Laurí ◽

J.A. Rossiter ◽

J. Sanchis ◽

M. Martínez

Keyword(s):

Predictive Control ◽

Latent Variable ◽

Latent Variable Model ◽

Data Driven ◽

Variable Model ◽

Continuous Processes ◽

Download Full-text

Model Predictive Control for Batch Processes Using Latent Variable Methods

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)31904-3 ◽

2004 ◽

Vol 37 (9) ◽

pp. 775-780

Author(s):

Jesus Flores-Cerrillo ◽

John F. MacGregor

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Latent Variable ◽

Batch Processes ◽

Latent Variable Methods

Download Full-text

Latent variable iterative learning model predictive control for multivariable control of batch processes

Journal of Process Control ◽

10.1016/j.jprocont.2020.08.001 ◽

2020 ◽

Vol 94 ◽

pp. 1-11

Author(s):

Xinwei Li ◽

Zhonggai Zhao ◽

Fei Liu

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Latent Variable ◽

Learning Model ◽

Iterative Learning ◽

Multivariable Control ◽

Batch Processes

Download Full-text

Model Predictive Control for Nonlinear Batch Processes with Asymptotically Perfect Tracking

Computers & Chemical Engineering ◽

10.1016/s0098-1354(97)00159-2 ◽

1997 ◽

Vol 21 (1-2) ◽

pp. S873-S879 ◽

Author(s):

K Lee

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Batch Processes

Download Full-text