DocumentCode
1773470
Title
Real-time implementation of model predictive control for flow control application
Author
Rosli, Nurfatihah Syalwiah ; Ibrahim, Roliana
Author_Institution
Electr. & Electron. Eng. Dept., Univ. Teknol. PETRONAS, Tronoh, Malaysia
fYear
2014
fDate
3-5 June 2014
Firstpage
1
Lastpage
5
Abstract
This paper presents real-time implementation of model predictive control (MPC) of flow process application. The poor performance of classical approach occur when the control system does not provide optimal control process behavior in presence of non-linearities. Therefore MPC is highlighted as advanced process control for dynamic model system. A control algorithm is focused on developing MPC using MATLAB/Simulink Toolboxes. The algorithm is applied to a pilot plant to see the performance of the controller which the plant is interfaced to MATLAB/Simulink environment via DAQ data acquisition card. The performance of MPC is compared with classical PID controller based on step response and their robustness in presence of disturbance.
Keywords
data acquisition; flow control; predictive control; process control; DAQ data acquisition card; MATLAB/Simulink Toolboxes; MPC; control algorithm; dynamic model system; flow control; process control; real-time model predictive control; Control systems; Data acquisition; Mathematical model; Predictive control; Real-time systems; Software packages; Data Acquisition Toolbox; Model Predictive Control; PID Controller; flow control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent and Advanced Systems (ICIAS), 2014 5th International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4799-4654-9
Type
conf
DOI
10.1109/ICIAS.2014.6869481
Filename
6869481
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