Multi-variable nonlinear MPC of an ill-conditioned distillation column

被引：8

作者：

Waller, JB ^{[1
]}

Böling, JM ^{[1
]}

机构：

[1] Abo Akad Univ, Dept Chem Engn, FI-20500 Turku, Finland

来源：

JOURNAL OF PROCESS CONTROL | 2005年 / 15卷 / 01期

关键词：

nonlinear control; multi-variable control; distillation; multi-variable identification; III-conditionedness; directionality;

D O I：

10.1016/j.jprocont.2004.04.003

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A quasi-ARMAX modelling scheme is studied for the purpose of modelling and control of multi-variable ill-conditioned and nonlinear processes. A distillation column is used as a case-study. The modelling technique is in this paper extended for use in the multi-variable case. Also, the nonlinear directionality of the distillation column is analyzed and illustrated. The nonlinear MPC formulation with the quasi-ARMAX model used for prediction is studied for control of the distillation column at different operating regions. (C) 2004 Elsevier Ltd. All rights reserved.

引用

页码：23 / 29

页数：7

共 50 条

[41] A stable multi-parameter thresholding method for ill-conditioned sparse signal restoration and optimal parameter choices
Ding, Liang
Wang, Guan
[J]. Journal of Information Hiding and Multimedia Signal Processing, 2018, 9 (06): : 1350 - 1364
[42] Multi-variable operational characteristic studies of on-column oxidative protein refolding at high loading concentrations
Saremirad, Pegah
Wood, Jeffery A.
Zhang, Yan
Ray, Ajay K.
[J]. JOURNAL OF CHROMATOGRAPHY A, 2014, 1359 : 70 - 75
[43] Decentralized nonlinear robust control for multi-variable systems: Application to a 2 DoF laboratory helicopter
Yousfi, Marwa
Ben Njima, Chakib
Garna, Tarek
[J]. ACTA POLYTECHNICA HUNGARICA, 2020, 17 (05) : 27 - 48
[44] Numerical robustness of extended Kalman filtering based state estimation in ill-conditioned continuous-discrete nonlinear stochastic chemical systems
Kulikov, G. Yu.
Kulikova, M. V.
[J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2019, 29 (05) : 1377 - 1395
[45] Multi-objective constraint optimizing IOL control of distillation column with nonlinear observer
Biswas, Pinak Pani
Ray, Subhabrata
Samanta, Amar Nath
[J]. JOURNAL OF PROCESS CONTROL, 2007, 17 (01) : 73 - 81
[46] A Method for Solving Ill-Conditioned Nonlinear Least Squares Problems and Its Application in Image Distortion Correction Using Self-Calibration
Wang, Luyao
Liu, Guolin
[J]. AXIOMS, 2024, 13 (03)
[47] Observer design for a class of multi-output nonlinear systems - Application to a distillation column
Targui, B
Hammouri, H
Farza, M
[J]. PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2001, : 3352 - 3357
[48] \ The online models based fault tolerant control for multiple sensor fault of multi-variable nonlinear processes
Bo, Cuimei
Wang, Zhiquan
Lin, Jinguo
Zhang, Shi
Zhang, Guangming
[J]. 2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 936 - +
[49] NUMERICAL ALGORITHMS FOR SOLVING NONLINEAR LP-NORM ESTIMATION PROBLEMS .2. A MIXTURE METHOD FOR LARGE RESIDUAL AND ILL-CONDITIONED PROBLEMS
GONIN, R
DUTOIT, SHC
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1987, 16 (04) : 969 - 986
[50] An adaptive multi-step Levenberg-Marquardt continuation power flow method for voltage stability assessment in the Ill-conditioned power systems
Pourbagher, Rohallah
Derakhshandeh, Sayed Yaser
Golshan, Mohammad Esmail Hamedani
[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022, 134

← 1 2 3 4 5 →