A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant

A refrigerated gas plant (RGP) produces sales gas (SG), which is the preferred fuel of many power plants due to economic and environmental factors. Sustaining the SG production at an optimum cost is crucial to the RGP given the operational challenges. These challenges may be alleviated by adopting a...

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Main Authors: Yusoff, Nooryusmiza, Ramasamy , Marappagounder
Format: Conference or Workshop Item
Published: 2009
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Online Access:http://eprints.utp.edu.my/6168/1/NooryusmizaYusoff_CIM2009.pdf
http://eprints.utp.edu.my/6168/
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spelling my.utp.eprints.61682017-01-19T08:25:23Z A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant Yusoff, Nooryusmiza Ramasamy , Marappagounder TP Chemical technology A refrigerated gas plant (RGP) produces sales gas (SG), which is the preferred fuel of many power plants due to economic and environmental factors. Sustaining the SG production at an optimum cost is crucial to the RGP given the operational challenges. These challenges may be alleviated by adopting a model predictive control (MPC) scheme in replacement of the current proportional-integral (PI) control scheme. In this work, a 2x2 constrained MPC scheme was developed. The process dynamics were approximated by first-order-plus-time-delay (FOPTD) models. The performance of the MPC scheme is compared with the decentralized PI control scheme in set point tracking. Although PI controllers seem to perform better than MPC controller, this is achieved at a higher operating cost and hence reducing the RGP profit margin. 2009-06 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/6168/1/NooryusmizaYusoff_CIM2009.pdf Yusoff, Nooryusmiza and Ramasamy , Marappagounder (2009) A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant. In: International Conference on Control, Instrumentation and Mechatronic Engineering (CIM09), 2-3 June 2009, Melaka, Malaysia. http://eprints.utp.edu.my/6168/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic TP Chemical technology
spellingShingle TP Chemical technology
Yusoff, Nooryusmiza
Ramasamy , Marappagounder
A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant
description A refrigerated gas plant (RGP) produces sales gas (SG), which is the preferred fuel of many power plants due to economic and environmental factors. Sustaining the SG production at an optimum cost is crucial to the RGP given the operational challenges. These challenges may be alleviated by adopting a model predictive control (MPC) scheme in replacement of the current proportional-integral (PI) control scheme. In this work, a 2x2 constrained MPC scheme was developed. The process dynamics were approximated by first-order-plus-time-delay (FOPTD) models. The performance of the MPC scheme is compared with the decentralized PI control scheme in set point tracking. Although PI controllers seem to perform better than MPC controller, this is achieved at a higher operating cost and hence reducing the RGP profit margin.
format Conference or Workshop Item
author Yusoff, Nooryusmiza
Ramasamy , Marappagounder
author_facet Yusoff, Nooryusmiza
Ramasamy , Marappagounder
author_sort Yusoff, Nooryusmiza
title A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant
title_short A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant
title_full A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant
title_fullStr A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant
title_full_unstemmed A Comparison between MPC and PI Controllers Acting on a Refrigerated Gas Plant
title_sort comparison between mpc and pi controllers acting on a refrigerated gas plant
publishDate 2009
url http://eprints.utp.edu.my/6168/1/NooryusmizaYusoff_CIM2009.pdf
http://eprints.utp.edu.my/6168/
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