Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant

Flow control is essential in many industrial applications such as chemical reactors, heat exchangers and distillation columns. Most industrial processes exhibit nonlinearities and inherit dead time, which limit the performance of conventional PID controllers. This Project is about the design and imp...

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Main Authors: Al-Qutami, T.A.H., Ibrahim, R.
Format: Conference or Workshop Item
Published: Institute of Electrical and Electronics Engineers Inc. 2015
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84941096564&doi=10.1109%2fIIC.2015.7150784&partnerID=40&md5=0e65ff8d217535f59269fb8f9bb5d7a5
http://eprints.utp.edu.my/26279/
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spelling my.utp.eprints.262792021-08-30T07:06:31Z Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant Al-Qutami, T.A.H. Ibrahim, R. Flow control is essential in many industrial applications such as chemical reactors, heat exchangers and distillation columns. Most industrial processes exhibit nonlinearities and inherit dead time, which limit the performance of conventional PID controllers. This Project is about the design and implementation of Fuzzy Logic Controller (FLC) for flow control applications. The objective is to overcome problems inherited with conventional PID control scheme such as handling unpredictable disturbance, non-measurable noise as well as further improve the transient state and steady state response performance. The proposed control scheme is implemented in Flow Control and Calibration Pilot Plant. The design is done using Matlab/Simulink software package and is connected to the Pilot Plant through USB-type DAQ cards. Simulation and implementation results showed that the developed controller has less overshoot, good control performance, better disturbance handling ability, great robustness and is more flexible and intuitive to tune. It is expected that this advanced controller improves efficiency and productivity of industrial processes through proper handling of any disturbance or noise and increase the robustness of controller actions. © 2015 IEEE. Institute of Electrical and Electronics Engineers Inc. 2015 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84941096564&doi=10.1109%2fIIC.2015.7150784&partnerID=40&md5=0e65ff8d217535f59269fb8f9bb5d7a5 Al-Qutami, T.A.H. and Ibrahim, R. (2015) Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant. In: UNSPECIFIED. http://eprints.utp.edu.my/26279/
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/
description Flow control is essential in many industrial applications such as chemical reactors, heat exchangers and distillation columns. Most industrial processes exhibit nonlinearities and inherit dead time, which limit the performance of conventional PID controllers. This Project is about the design and implementation of Fuzzy Logic Controller (FLC) for flow control applications. The objective is to overcome problems inherited with conventional PID control scheme such as handling unpredictable disturbance, non-measurable noise as well as further improve the transient state and steady state response performance. The proposed control scheme is implemented in Flow Control and Calibration Pilot Plant. The design is done using Matlab/Simulink software package and is connected to the Pilot Plant through USB-type DAQ cards. Simulation and implementation results showed that the developed controller has less overshoot, good control performance, better disturbance handling ability, great robustness and is more flexible and intuitive to tune. It is expected that this advanced controller improves efficiency and productivity of industrial processes through proper handling of any disturbance or noise and increase the robustness of controller actions. © 2015 IEEE.
format Conference or Workshop Item
author Al-Qutami, T.A.H.
Ibrahim, R.
spellingShingle Al-Qutami, T.A.H.
Ibrahim, R.
Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant
author_facet Al-Qutami, T.A.H.
Ibrahim, R.
author_sort Al-Qutami, T.A.H.
title Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant
title_short Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant
title_full Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant
title_fullStr Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant
title_full_unstemmed Design of a Fuzzy Logic process Controller for flow applications and implementation in series tanks Pilot Plant
title_sort design of a fuzzy logic process controller for flow applications and implementation in series tanks pilot plant
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2015
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84941096564&doi=10.1109%2fIIC.2015.7150784&partnerID=40&md5=0e65ff8d217535f59269fb8f9bb5d7a5
http://eprints.utp.edu.my/26279/
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score 13.160551