Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems

© <year>. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/

Detalhes bibliográficos
Autores: Baroud, Zakaria, Benmiloud, Mohammed, Benalia, Atallah, Ocampo-Martínez, Carlos|||0000-0001-9251-6044
Formato: artículo
Fecha de publicación:2017
País:España
Recursos:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/108960
Acesso em linha:https://hdl.handle.net/2117/108960
https://dx.doi.org/10.1016/j.ijhydene.2017.01.014
Access Level:acceso abierto
Palavra-chave:Proton Exchange Membrane fuel cell
Oxygen excess ratio
Oxygen starvation
Fuzzy logic controller
Fuzzy selector
Hybrid fuzzy-PID controller
Classificació INSPEC::Cybernetics::Artificial intelligence::Fuzzy control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
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repository_id_str
spelling Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systemsBaroud, ZakariaBenmiloud, MohammedBenalia, AtallahOcampo-Martínez, Carlos|||0000-0001-9251-6044Proton Exchange Membrane fuel cellOxygen excess ratioOxygen starvationFuzzy logic controllerFuzzy selectorHybrid fuzzy-PID controllerClassificació INSPEC::Cybernetics::Artificial intelligence::Fuzzy controlÀrees temàtiques de la UPC::Informàtica::Automàtica i control© <year>. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/This paper proposes a novel hybrid fuzzy-PID controller for air supply on Proton Exchange Membrane fuel cell (PEMFC) systems. The control objective is to adjust the oxygen excess ratio at a given setpoint in order to prevent oxygen starvation and damage of the fuel-cell stack. The proposed control scheme consists of three parts: a fuzzy logic controller (FLC), a fuzzy-based self-tuned PID (FSTPID) controller and a fuzzy selector. Depending on the value of the error between the current value of oxygen excess ratio and its setpoint value, the fuzzy selector decides which controller should play the greatest effect on the control system. The performance of the proposed control strategy is analysed through simulations for different load variations and for parameter uncertainties. The results show that the novel hybrid fuzzy-PID controller performs significantly better than the classical PID controller and the FLC in terms of several key performance indices such as the Integral Squared Error (ISE), the Integral Absolute Error (IAE) and the Integral Time-weighted Absolute Error (ITAE), as well as the overshoot, settling and rise time for the closed-loop control system.Peer Reviewed20172017-04-1320172017-10-23journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/108960https://dx.doi.org/10.1016/j.ijhydene.2017.01.014reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2http://creativecommons.org/licenses/by-nc-nd/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/1089602026-05-27T15:37:01Z
dc.title.none.fl_str_mv Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
title Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
spellingShingle Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
Baroud, Zakaria
Proton Exchange Membrane fuel cell
Oxygen excess ratio
Oxygen starvation
Fuzzy logic controller
Fuzzy selector
Hybrid fuzzy-PID controller
Classificació INSPEC::Cybernetics::Artificial intelligence::Fuzzy control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
title_short Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
title_full Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
title_fullStr Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
title_full_unstemmed Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
title_sort Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems
dc.creator.none.fl_str_mv Baroud, Zakaria
Benmiloud, Mohammed
Benalia, Atallah
Ocampo-Martínez, Carlos|||0000-0001-9251-6044
author Baroud, Zakaria
author_facet Baroud, Zakaria
Benmiloud, Mohammed
Benalia, Atallah
Ocampo-Martínez, Carlos|||0000-0001-9251-6044
author_role author
author2 Benmiloud, Mohammed
Benalia, Atallah
Ocampo-Martínez, Carlos|||0000-0001-9251-6044
author2_role author
author
author
dc.subject.none.fl_str_mv Proton Exchange Membrane fuel cell
Oxygen excess ratio
Oxygen starvation
Fuzzy logic controller
Fuzzy selector
Hybrid fuzzy-PID controller
Classificació INSPEC::Cybernetics::Artificial intelligence::Fuzzy control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
topic Proton Exchange Membrane fuel cell
Oxygen excess ratio
Oxygen starvation
Fuzzy logic controller
Fuzzy selector
Hybrid fuzzy-PID controller
Classificació INSPEC::Cybernetics::Artificial intelligence::Fuzzy control
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
description © <year>. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-04-13
2017
2017-10-23
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/108960
https://dx.doi.org/10.1016/j.ijhydene.2017.01.014
url https://hdl.handle.net/2117/108960
https://dx.doi.org/10.1016/j.ijhydene.2017.01.014
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2

http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2

http://creativecommons.org/licenses/by-nc-nd/3.0/es/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,300719

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