Adaptive Learning of Hybrid Models for Nonlinear Model Predictive Control of Distillation Columns

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2021.08.215 ◽

2021 ◽

Vol 54 (3) ◽

pp. 37-42

Author(s):

Jannik T. Lüthje ◽

Jan C. Schulze ◽

Adrian Caspari ◽

Adel Mhamdi ◽

Alexander Mitsos ◽

...

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Adaptive Learning ◽

Hybrid Models ◽

Nonlinear Model Predictive Control ◽

Distillation Columns

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Nonlinear Model Predictive Control of High Purity Distillation Columns for Cryogenic Air Separation

IEEE Transactions on Control Systems Technology ◽

10.1109/tcst.2009.2029087 ◽

2010 ◽

Vol 18 (4) ◽

pp. 811-821 ◽

Author(s):

Zhongzhou Chen ◽

Michael A. Henson ◽

Paul Belanger ◽

Lawrence Megan

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

High Purity ◽

Air Separation ◽

Nonlinear Model Predictive Control ◽

Distillation Columns

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Nonlinear Model Predictive Control Based on Wave Model of High-Purity Internal Thermally Coupled Distillation Columns

Industrial & Engineering Chemistry Research ◽

10.1021/ie400033h ◽

2013 ◽

Vol 52 (19) ◽

pp. 6470-6479 ◽

Author(s):

Xinggao Liu ◽

Lin Cong ◽

Yexiang Zhou

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

High Purity ◽

Nonlinear Model Predictive Control ◽

Thermally Coupled Distillation ◽

Distillation Columns

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Reduced order modeling of high purity distillation columns for nonlinear model predictive control

Proceedings of the 2004 American Control Conference ◽

10.23919/acc.2004.1383973 ◽

2004 ◽

Author(s):

S. Khowinij ◽

S. Bian ◽

M.A. Henson ◽

P. Belanger ◽

L. Megan

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

High Purity ◽

Reduced Order Modeling ◽

Nonlinear Model Predictive Control ◽

Distillation Columns ◽

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Nonlinear Model Predictive Control of Multicomponent Distillation Columns Using Wave Models

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)38734-7 ◽

2004 ◽

Vol 37 (1) ◽

pp. 215-220 ◽

Author(s):

S. Grüner ◽

S. Schwarzkopf ◽

I. Uslu ◽

A. Kienle ◽

E.D. Gilles

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Distillation Columns ◽

Multicomponent Distillation ◽

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DE-based Nonlinear Model Predictive Control of a pH Neutralization Process

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2010.00159 ◽

2010 ◽

Vol 36 (1) ◽

pp. 159-162 ◽

Author(s):

Teng ZHU ◽

Jing-Chun WANG ◽

Zhi-Hua XIONG

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Neutralization Process ◽

Ph Neutralization ◽

Ph Neutralization Process

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Research on Non-switch Analytic Nonlinear Model Predictive Control Method for a Class of Nonlinear Systems

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2008.01147 ◽

2009 ◽

Vol 34 (9) ◽

pp. 1147-1156 ◽

Author(s):

Guo-Yin ZHANG

Keyword(s):

Nonlinear Systems ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Control Method ◽

Nonlinear Model Predictive Control

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Efficient Nonlinear Model Predictive Control for Quadrotor Trajectory Tracking: Algorithms and Experiment

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.3043361 ◽

2021 ◽

pp. 1-12

Author(s):

Dong Wang ◽

Quan Pan ◽

Yang Shi ◽

Jinwen Hu ◽

Chunhui Zhao

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Trajectory Tracking ◽

Nonlinear Model Predictive Control ◽

Tracking Algorithms

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Robust Nonlinear Model Predictive Control Based Visual Servoing of Quadrotor UAVs

IEEE/ASME Transactions on Mechatronics ◽

10.1109/tmech.2021.3053267 ◽

2021 ◽

pp. 1-1

Author(s):

Kunwu Zhang ◽

Yang Shi ◽

Huaiyuan Sheng

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Visual Servoing ◽

Nonlinear Model Predictive Control ◽

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Gray-Box system modeling using symbolic regression and nonlinear model predictive control of a semibatch polymerization

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2020.107204 ◽

2021 ◽

Vol 146 ◽

pp. 107204

Author(s):

Lukas Scheffold ◽

Tiago Finkler ◽

Uwe Piechottka

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

System Modeling ◽

Symbolic Regression ◽

Nonlinear Model Predictive Control

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Approximate moving horizon estimation and robust nonlinear model predictive control via deep learning

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2021.107266 ◽

2021 ◽

pp. 107266

Author(s):

Benjamin Karg ◽

Sergio Lucia

Keyword(s):

Deep Learning ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Moving Horizon Estimation

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