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 ◽

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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 ◽

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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 ◽

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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 ◽

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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

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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 ◽

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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 ◽

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Proposal of Unified Validity Analysis Framework Applying Latent Variable Model

Korean Journal of Sports Science ◽

10.35159/kjss.2017.08.26.4.1265 ◽

2017 ◽

Vol 26 (4) ◽

pp. 1265-1280

Author(s):

Eun-Chul Seo ◽

Hyun-Kyun Ahn

Keyword(s):

Latent Variable ◽

Latent Variable Model ◽

Analysis Framework ◽

Variable Model ◽

Validity Analysis

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Using an Integrated Choice and Latent Variable Model to Understand the Impact of 'Professional' Respondents in a Stated Preference Survey

SSRN Electronic Journal ◽

10.2139/ssrn.3368948 ◽

2019 ◽

Author(s):

Erlend Dancke Sandorf ◽

Lars Persson ◽

Thomas Broberg

Keyword(s):

Latent Variable ◽

Stated Preference ◽

Latent Variable Model ◽

Variable Model ◽

Stated Preference Survey ◽

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Trajectory Tracking of Wheeled Soccer Robots Based on Model Predictive Control

2021 6th International Conference on Control and Robotics Engineering (ICCRE) ◽

10.1109/iccre51898.2021.9435731 ◽

2021 ◽

Author(s):

Mingze Xu ◽

Bo Liu ◽

Jun Zhou ◽

Zelin Zhou ◽

Zhenjie Weng

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Trajectory Tracking ◽

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A diversified shared latent variable model for efficient image characteristics extraction and modelling

Neurocomputing ◽

10.1016/j.neucom.2020.09.035 ◽

2021 ◽

Vol 421 ◽

pp. 244-259

Author(s):

Hao Xiong ◽

Yuan Yan Tang ◽

Fionn Murtagh ◽

Leszek Rutkowski ◽

Shlomo Berkovsky

Keyword(s):

Latent Variable ◽

Latent Variable Model ◽

Variable Model ◽

Image Characteristics

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