Multi-Model Adaptive Fuzzy Controller for a CSTR Process

Multi-Model Adaptive Fuzzy Controller for a CSTR Process

Continuous Stirred Tank Reactors are intensively used to control exothermic reactions in chemical industries. It is a very complex multi-variable system with non-linear characteristics. This paper deals with linearization of the mathematical model of a CSTR Process. Multi model adaptive fuzzy contr...

Full description

Bibliographic Details
Main Authors: Shubham Gogoria, Tanvir Parhar, Jaganatha Pandian B.
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2015-09-01
Series:Sensors & Transducers
Subjects:
CSTR
Linearization
State-space
Fuzzy
Weight distributor
Adaptive.
Online Access:http://www.sensorsportal.com/HTML/DIGEST/september_2015/Vol_192/P_RP_0207.pdf
id doaj-a38eaf93284a45bba9ac447791e2100d
record_format Article
spelling doaj-a38eaf93284a45bba9ac447791e2100d2020-11-24T20:57:20ZengIFSA Publishing, S.L.Sensors & Transducers2306-85151726-54792015-09-01192996103Multi-Model Adaptive Fuzzy Controller for a CSTR ProcessShubham Gogoria0Tanvir Parhar1Jaganatha Pandian B.2Electronics and Instrumentation, VIT University, 632014, IndiaElectronics and Instrumentation, VIT University, 632014, IndiaElectronics and Instrumentation, VIT University, 632014, India Continuous Stirred Tank Reactors are intensively used to control exothermic reactions in chemical industries. It is a very complex multi-variable system with non-linear characteristics. This paper deals with linearization of the mathematical model of a CSTR Process. Multi model adaptive fuzzy controller has been designed to control the reactor concentration and temperature of CSTR process. This method combines the output of multiple Fuzzy controllers, which are operated at various operating points. The proposed solution is a straightforward implementation of Fuzzy controller with gain scheduler to control the linearly inseparable parameters of a highly non-linear process. http://www.sensorsportal.com/HTML/DIGEST/september_2015/Vol_192/P_RP_0207.pdfCSTRLinearizationState-spaceFuzzyWeight distributorAdaptive.
collection DOAJ
language English
format Article
sources DOAJ
author Shubham Gogoria
Tanvir Parhar
Jaganatha Pandian B.
spellingShingle Shubham Gogoria
Tanvir Parhar
Jaganatha Pandian B.
Multi-Model Adaptive Fuzzy Controller for a CSTR Process
Sensors & Transducers
CSTR
Linearization
State-space
Fuzzy
Weight distributor
Adaptive.
author_facet Shubham Gogoria
Tanvir Parhar
Jaganatha Pandian B.
author_sort Shubham Gogoria
title Multi-Model Adaptive Fuzzy Controller for a CSTR Process
title_short Multi-Model Adaptive Fuzzy Controller for a CSTR Process
title_full Multi-Model Adaptive Fuzzy Controller for a CSTR Process
title_fullStr Multi-Model Adaptive Fuzzy Controller for a CSTR Process
title_full_unstemmed Multi-Model Adaptive Fuzzy Controller for a CSTR Process
title_sort multi-model adaptive fuzzy controller for a cstr process
publisher IFSA Publishing, S.L.
series Sensors & Transducers
issn 2306-8515
1726-5479
publishDate 2015-09-01
description Continuous Stirred Tank Reactors are intensively used to control exothermic reactions in chemical industries. It is a very complex multi-variable system with non-linear characteristics. This paper deals with linearization of the mathematical model of a CSTR Process. Multi model adaptive fuzzy controller has been designed to control the reactor concentration and temperature of CSTR process. This method combines the output of multiple Fuzzy controllers, which are operated at various operating points. The proposed solution is a straightforward implementation of Fuzzy controller with gain scheduler to control the linearly inseparable parameters of a highly non-linear process.
topic CSTR
Linearization
State-space
Fuzzy
Weight distributor
Adaptive.
url http://www.sensorsportal.com/HTML/DIGEST/september_2015/Vol_192/P_RP_0207.pdf
work_keys_str_mv AT shubhamgogoria multimodeladaptivefuzzycontrollerforacstrprocess
AT tanvirparhar multimodeladaptivefuzzycontrollerforacstrprocess
AT jaganathapandianb multimodeladaptivefuzzycontrollerforacstrprocess
_version_ 1716788043044618240

Similar Items