Observer-based Economic Model Predictive Control for Direct Contact Membrane Distillation

被引：0
|
作者：
Guo, Xingang [1 ]
Albalawi, Fahad [1 ,2 ,3 ]
Laleg-Kirati, Taous-Meriem [1 ]
机构：
[1] King Abdullah Univ Sci & Technol, Comp Elect & Math Sci & Engn Div, Thuwal 239556900, Saudi Arabia
[2] Taif Univ, Elect Engn Dept, At Taif 26571, Saudi Arabia
[3] Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
来源：
CHEMICAL ENGINEERING RESEARCH & DESIGN | 2020年 / 156卷
关键词：
Direct Contact Membrane; Distillation (DCMD); Observer-based Economic Model; Predictive Control (OEMPC); Observer design; Differential Algebraic Equations (DAEs); DESCRIPTOR SYSTEMS; STATE-ESTIMATION; DESALINATION; DESIGN; ENERGY; PLANT; ORDER;
D O I：
10.1016/j.cherd.7070.01.077
中图分类号：
TQ [化学工业];
学科分类号：
0817 ;
摘要：
In this work, we present an Observer-based Economic Model Predictive Control (OEMPC) scheme for Direct Contact Membrane Distillation (DCMD). To compute control actions via MPC strategy, full knowledge of the system states is necessary to predict the future evolution of the system. However, the full state measurement for DMCD is either difficult or costly. In this work, an integrated framework of an observer design and EMPC paradigm is proposed for the DMCD process. Numerical simulations are presented to illustrate the performance of the proposed observer design. Closed-loop simulations show that the proposed OEMPC scheme was able to operate the process economically while satisfying process and input constraints. (C) 2020 Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码：86 / 99
页数：14
相关论文
共 50 条
  • [1] Observer-based Economic Model Predictive Control for Direct Contact Membrane Distillation
    Guo X.
    Albalawi F.
    Laleg-Kirati T.-M.
    Chemical Engineering Research and Design, 2020, 156 : 86 - 99
  • [2] Observer-based perturbation extremum seeking control with input constraints for direct-contact membrane distillation process
    Eleiwi, Fadi
    Laleg-Kirati, Taous Meriem
    INTERNATIONAL JOURNAL OF CONTROL, 2018, 91 (06) : 1363 - 1375
  • [3] Observer-based model predictive control
    Roset, B
    Nijmeijer, H
    INTERNATIONAL JOURNAL OF CONTROL, 2004, 77 (17) : 1452 - 1462
  • [4] A general predictive model for direct contact membrane distillation
    Perfilov, V
    Ali, A.
    Fila, V
    DESALINATION, 2018, 445 : 181 - 196
  • [5] Performance Analysis of Economic Model Predictive Control on a Solar-Powered Direct Contact Membrane Distillation System
    Bessafa, Hichem
    Khodja, Ghania
    Messaoud, Chakir
    Laleg-Kirati, Taous-Meriem
    IFAC PAPERSONLINE, 2022, 55 (33): : 13 - 19
  • [6] On the performance of observer-based explicit model predictive control
    Bayat, Farhad
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2015, 37 (06) : 769 - 779
  • [7] Observer-based Robust Constrained Model Predictive Control
    Chang, Xiao-Heng
    Jin, Li
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1821 - +
  • [8] Observer-based control algorithms for a distillation column
    Jana, Amiya Kumar
    Samanta, Amar Nath
    Ganguly, Saibal
    CHEMICAL ENGINEERING SCIENCE, 2006, 61 (12) : 4071 - 4085
  • [9] Observer-based extended generic model control of a reactive batch distillation
    Banerjee, Sudip
    Jana, Amiya K.
    CHEMICAL ENGINEERING SCIENCE, 2018, 179 : 185 - 197
  • [10] Observer-based robust model predictive control of singular systems
    Liu, Xiao-Hua
    Yang, Yuan-Hua
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2010, 9 (1-2) : 123 - 128
12345