DocumentCode
580039
Title
Liquid level control of nonlinear Coupled Tanks System using linear model predictive control
Author
Khalid, Muhammad Usman ; Kadri, Muhammad Bilal
Author_Institution
Pakistan Navy Eng. Coll., Nat. Univ. of Sci. & Technol., Karachi, Pakistan
fYear
2012
fDate
8-9 Oct. 2012
Firstpage
1
Lastpage
5
Abstract
This paper investigates the usage of Discrete-time Linear Model Predictive Control in controlling a nonlinear Coupled Tanks System. Two different schemes of Model Predictive control are employed. To begin with, a basic Model Predictive Control based on Generalized Predictive Control is used and then a Model Predictive Control approach based on Laguerre functions. Simulation results have been included which demonstrate the performance of both controllers when used to control Single-Input Single-Output Coupled Tanks System and the performance when Laguerre based Model Predictive Control is applied to Multi-Input Multi-Output Coupled Tanks System.
Keywords
MIMO systems; discrete time systems; level control; linear systems; nonlinear control systems; predictive control; stochastic processes; tanks (containers); Laguerre based model predictive control; Laguerre functions; controller performance; discrete-time linear model predictive control; generalized predictive control; liquid level control; multiinput multioutput coupled tanks system; nonlinear coupled tanks system; single-input single-output coupled tanks system; Liquids; MIMO; Magnetic materials; Photonic crystals; Predictive control; Simulation; Vectors; Generalized Predictive Control; Laguerre functions; Model Predictive Control; Nonlinear Coupled Tanks System;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Technologies (ICET), 2012 International Conference on
Conference_Location
Islamabad
Print_ISBN
978-1-4673-4452-4
Type
conf
DOI
10.1109/ICET.2012.6375434
Filename
6375434
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