Sliding Mode Fuzzy Logic Control of an Unstable Bioreactor

The design of a Sliding Mode Fuzzy Logic Controller (SMFLC) is considered for the control of the biomass in an unstable continuous bioreactor exhibiting output multiplicity. Bioreactors are characterized by high nonlinearities and are often subjected to parameter uncertainties and disturbances. The...

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Main Authors: M. Galluzzo, C. Cirino
Format: Article
Language:English
Published: AIDIC Servizi S.r.l. 2013-06-01
Series:Chemical Engineering Transactions
Online Access:https://www.cetjournal.it/index.php/cet/article/view/6597
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spelling doaj-23f933d64fda4593b9add29f715330242021-02-21T21:13:25ZengAIDIC Servizi S.r.l.Chemical Engineering Transactions2283-92162013-06-013210.3303/CET1332203Sliding Mode Fuzzy Logic Control of an Unstable BioreactorM. GalluzzoC. CirinoThe design of a Sliding Mode Fuzzy Logic Controller (SMFLC) is considered for the control of the biomass in an unstable continuous bioreactor exhibiting output multiplicity. Bioreactors are characterized by high nonlinearities and are often subjected to parameter uncertainties and disturbances. The control of such processes is often difficult to achieve with traditional linear control techniques. A conventional Sliding Mode Controller (SMC) is first designed and integrated with fuzzy logic to achieve a SMFLC. The controllers are then compared by simulation. Set point step changes and external disturbances are considered in the study. The good performance of the SMFLC for the nonlinear system is demonstrated, especially for its ability to reject disturbances. Compared to the SMC, the SMFLC is faster and more robust, showing the best values of the performance indexes.https://www.cetjournal.it/index.php/cet/article/view/6597
collection DOAJ
language English
format Article
sources DOAJ
author M. Galluzzo
C. Cirino
spellingShingle M. Galluzzo
C. Cirino
Sliding Mode Fuzzy Logic Control of an Unstable Bioreactor
Chemical Engineering Transactions
author_facet M. Galluzzo
C. Cirino
author_sort M. Galluzzo
title Sliding Mode Fuzzy Logic Control of an Unstable Bioreactor
title_short Sliding Mode Fuzzy Logic Control of an Unstable Bioreactor
title_full Sliding Mode Fuzzy Logic Control of an Unstable Bioreactor
title_fullStr Sliding Mode Fuzzy Logic Control of an Unstable Bioreactor
title_full_unstemmed Sliding Mode Fuzzy Logic Control of an Unstable Bioreactor
title_sort sliding mode fuzzy logic control of an unstable bioreactor
publisher AIDIC Servizi S.r.l.
series Chemical Engineering Transactions
issn 2283-9216
publishDate 2013-06-01
description The design of a Sliding Mode Fuzzy Logic Controller (SMFLC) is considered for the control of the biomass in an unstable continuous bioreactor exhibiting output multiplicity. Bioreactors are characterized by high nonlinearities and are often subjected to parameter uncertainties and disturbances. The control of such processes is often difficult to achieve with traditional linear control techniques. A conventional Sliding Mode Controller (SMC) is first designed and integrated with fuzzy logic to achieve a SMFLC. The controllers are then compared by simulation. Set point step changes and external disturbances are considered in the study. The good performance of the SMFLC for the nonlinear system is demonstrated, especially for its ability to reject disturbances. Compared to the SMC, the SMFLC is faster and more robust, showing the best values of the performance indexes.
url https://www.cetjournal.it/index.php/cet/article/view/6597
work_keys_str_mv AT mgalluzzo slidingmodefuzzylogiccontrolofanunstablebioreactor
AT ccirino slidingmodefuzzylogiccontrolofanunstablebioreactor
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