Implementation of generalized predictive control (GPC) for a real-time process control using labview

Real-time control is an approach to evaluate process system with real-time parameters by controlling selected variables to accomplish the control objectives. Real-time issues such as rapid testing, nonlinearity and computational problem have led researchers in recent years to do intensive work on de...

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Main Author:	Mohd. Faudzi, Ahmad 'Athif
Format:	Thesis
Language:	English
Published:	2006
Subjects:	TK Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/2127/1/AhmadAthifMohdFaudziMFKE2006.pdf
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id	my-utm-ep.2127
record_format	uketd_dc
spelling	my-utm-ep.21272018-06-13T07:05:28Z Implementation of generalized predictive control (GPC) for a real-time process control using labview 2006-05 Mohd. Faudzi, Ahmad 'Athif TK Electrical engineering. Electronics Nuclear engineering Real-time control is an approach to evaluate process system with real-time parameters by controlling selected variables to accomplish the control objectives. Real-time issues such as rapid testing, nonlinearity and computational problem have led researchers in recent years to do intensive work on development methodologies to enhance control in real-time. Selection of control approaches has also been reviewed to adapt with these real-time issues apart from other strategies. In this research, a predictive algorithm namely Generalized Predictive Control will be evaluated in real-time by applying LabVIEW software as tools for algorithm implementation. LabVIEW is chosen because of its block diagram implementation with simple graphical user interface approach to execute algorithm in real-time faster. Hence, it is essential for complex algorithm to control real-time process system. Coupled-tanks have been identified as process models that are inherently nonlinear and hard to control due to unavailability of the exact modelsâ€™ descriptions. As for this, real time control will be applied to the coupled tank as the test bed for level control process. Experimental evaluation and comparison of the predictive algorithm performance will be benchmarked against PID control. PC and analogue input output card will be used as the controller and also for data acquisition and realtime data display 2006-05 Thesis http://eprints.utm.my/id/eprint/2127/ http://eprints.utm.my/id/eprint/2127/1/AhmadAthifMohdFaudziMFKE2006.pdf application/pdf en public masters Universiti Teknologi Malaysia, Faculty of Electrical Engineering; Electrical-Mechatronics and Automatic Control Faculty of Electrical Engineering; Electrical-Mechatronics and Automatic Control
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	TK Electrical engineering Electronics Nuclear engineering
spellingShingle	TK Electrical engineering Electronics Nuclear engineering Mohd. Faudzi, Ahmad 'Athif Implementation of generalized predictive control (GPC) for a real-time process control using labview
description	Real-time control is an approach to evaluate process system with real-time parameters by controlling selected variables to accomplish the control objectives. Real-time issues such as rapid testing, nonlinearity and computational problem have led researchers in recent years to do intensive work on development methodologies to enhance control in real-time. Selection of control approaches has also been reviewed to adapt with these real-time issues apart from other strategies. In this research, a predictive algorithm namely Generalized Predictive Control will be evaluated in real-time by applying LabVIEW software as tools for algorithm implementation. LabVIEW is chosen because of its block diagram implementation with simple graphical user interface approach to execute algorithm in real-time faster. Hence, it is essential for complex algorithm to control real-time process system. Coupled-tanks have been identified as process models that are inherently nonlinear and hard to control due to unavailability of the exact modelsâ€™ descriptions. As for this, real time control will be applied to the coupled tank as the test bed for level control process. Experimental evaluation and comparison of the predictive algorithm performance will be benchmarked against PID control. PC and analogue input output card will be used as the controller and also for data acquisition and realtime data display
format	Thesis
qualification_level	Master's degree
author	Mohd. Faudzi, Ahmad 'Athif
author_facet	Mohd. Faudzi, Ahmad 'Athif
author_sort	Mohd. Faudzi, Ahmad 'Athif
title	Implementation of generalized predictive control (GPC) for a real-time process control using labview
title_short	Implementation of generalized predictive control (GPC) for a real-time process control using labview
title_full	Implementation of generalized predictive control (GPC) for a real-time process control using labview
title_fullStr	Implementation of generalized predictive control (GPC) for a real-time process control using labview
title_full_unstemmed	Implementation of generalized predictive control (GPC) for a real-time process control using labview
title_sort	implementation of generalized predictive control (gpc) for a real-time process control using labview
granting_institution	Universiti Teknologi Malaysia, Faculty of Electrical Engineering; Electrical-Mechatronics and Automatic Control
granting_department	Faculty of Electrical Engineering; Electrical-Mechatronics and Automatic Control
publishDate	2006
url	http://eprints.utm.my/id/eprint/2127/1/AhmadAthifMohdFaudziMFKE2006.pdf
_version_	1747814398470127616

Implementation of generalized predictive control (GPC) for a real-time process control using labview

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