Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation

This paper considers an electric vehicle charging station based on the combination of a wind turbine, as a primary power source, and a vanadium redox flow battery (VRFB), as an energy storage system. The latter plays a key role in the application under study, storing the intermittent power produced...

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Autores: Fornaro, Pedro, Puleston, Thomas Paul|||0000-0003-3251-7533, Puleston, Paul Federico, Battaioto, Pedro, Costa Castelló, Ramon|||0000-0003-2553-5901, Serra, Maria|||0000-0002-9885-8093
Tipo de recurso: artículo
Fecha de publicación:2023
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/400259
Acceso en línea:https://hdl.handle.net/2117/400259
https://dx.doi.org/10.1109/TLA.2023.10251813
Access Level:acceso abierto
Palabra clave:Wind turbines
Electric vehicles -- Batteries
Wind turbine
Redox flow battery
Parameter estimation
Persistence of excitation
Aerogeneradors
Vehicles elèctrics -- Bateries
Àrees temàtiques de la UPC::Enginyeria elèctrica
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oai_identifier_str oai:upcommons.upc.edu:2117/400259
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network_name_str España
repository_id_str
spelling Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimationFornaro, PedroPuleston, Thomas Paul|||0000-0003-3251-7533Puleston, Paul FedericoBattaioto, PedroCosta Castelló, Ramon|||0000-0003-2553-5901Serra, Maria|||0000-0002-9885-8093Wind turbinesElectric vehicles -- BatteriesWind turbineRedox flow batteryParameter estimationPersistence of excitationAerogeneradorsVehicles elèctrics -- BateriesÀrees temàtiques de la UPC::Enginyeria elèctricaThis paper considers an electric vehicle charging station based on the combination of a wind turbine, as a primary power source, and a vanadium redox flow battery (VRFB), as an energy storage system. The latter plays a key role in the application under study, storing the intermittent power produced by the turbine and timely dispatching it when demanded. To guarantee VRFB proper operation, it is necessary to have information regarding its internal parameters which, in general, cannot be directly measured. Therefore, this work analyses the feasibility of conducting a model-based estimation by studying a classic identifiability measure, the persistence of excitation. Special attention is given to the influence of the wind power profile, as well as the rated power of the turbine, on the performance of the estimation algorithms. It is demonstrated that increasing the wind energy conversion system nominal power might compromise the estimation results, provided that systems with higher inertia reduce the persistence of excitation levels.This work was possible thanks to the support of Facultad de Ingeniería, UNLP, CONICET, and Agencia I+D+i, from Argentina; and Projects MAFALDA (PID2021-126001OBC31) funded by MCIN/ AEI /10.13039/501100011033 and by "ERDF A way of making Europe", and MASHED (TED2021-129927B-I00), funded by MCIN/ AEI/10.13039/501100011033 and by the European Union NextGenerationEU/PRTR.Peer Reviewed20232023-09-1420242024-01-25journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/400259https://dx.doi.org/10.1109/TLA.2023.10251813reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/4002592026-05-27T15:37:01Z
dc.title.none.fl_str_mv Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
title Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
spellingShingle Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
Fornaro, Pedro
Wind turbines
Electric vehicles -- Batteries
Wind turbine
Redox flow battery
Parameter estimation
Persistence of excitation
Aerogeneradors
Vehicles elèctrics -- Bateries
Àrees temàtiques de la UPC::Enginyeria elèctrica
title_short Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
title_full Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
title_fullStr Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
title_full_unstemmed Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
title_sort Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
dc.creator.none.fl_str_mv Fornaro, Pedro
Puleston, Thomas Paul|||0000-0003-3251-7533
Puleston, Paul Federico
Battaioto, Pedro
Costa Castelló, Ramon|||0000-0003-2553-5901
Serra, Maria|||0000-0002-9885-8093
author Fornaro, Pedro
author_facet Fornaro, Pedro
Puleston, Thomas Paul|||0000-0003-3251-7533
Puleston, Paul Federico
Battaioto, Pedro
Costa Castelló, Ramon|||0000-0003-2553-5901
Serra, Maria|||0000-0002-9885-8093
author_role author
author2 Puleston, Thomas Paul|||0000-0003-3251-7533
Puleston, Paul Federico
Battaioto, Pedro
Costa Castelló, Ramon|||0000-0003-2553-5901
Serra, Maria|||0000-0002-9885-8093
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Wind turbines
Electric vehicles -- Batteries
Wind turbine
Redox flow battery
Parameter estimation
Persistence of excitation
Aerogeneradors
Vehicles elèctrics -- Bateries
Àrees temàtiques de la UPC::Enginyeria elèctrica
topic Wind turbines
Electric vehicles -- Batteries
Wind turbine
Redox flow battery
Parameter estimation
Persistence of excitation
Aerogeneradors
Vehicles elèctrics -- Bateries
Àrees temàtiques de la UPC::Enginyeria elèctrica
description This paper considers an electric vehicle charging station based on the combination of a wind turbine, as a primary power source, and a vanadium redox flow battery (VRFB), as an energy storage system. The latter plays a key role in the application under study, storing the intermittent power produced by the turbine and timely dispatching it when demanded. To guarantee VRFB proper operation, it is necessary to have information regarding its internal parameters which, in general, cannot be directly measured. Therefore, this work analyses the feasibility of conducting a model-based estimation by studying a classic identifiability measure, the persistence of excitation. Special attention is given to the influence of the wind power profile, as well as the rated power of the turbine, on the performance of the estimation algorithms. It is demonstrated that increasing the wind energy conversion system nominal power might compromise the estimation results, provided that systems with higher inertia reduce the persistence of excitation levels.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-09-14
2024
2024-01-25
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/2117/400259
https://dx.doi.org/10.1109/TLA.2023.10251813
url https://hdl.handle.net/2117/400259
https://dx.doi.org/10.1109/TLA.2023.10251813
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
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
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 15,301603

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