Nonlinear observer for online concentration estimation in vanadium flow batteries based on half-cell voltage measurements

dc.contributor.authorPuleston, Thomas Paul
dc.contributor.authorCecilia Piñol, Andreu
dc.contributor.authorCosta Castelló, Ramon
dc.contributor.authorSerra, Maria
dc.contributor.groupUniversitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
dc.contributor.otherUniversitat Politècnica de Catalunya. Doctorat en Automàtica, Robòtica i Visió
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2024-03-19T11:14:50Z
dc.date.available2024-03-19T11:14:50Z
dc.date.issued2024-06
dc.description.abstractThis paper presents a nonlinear observer to estimate the active species concentrations in vanadium flow batteries. To conduct the estimation, the observer relies only on current, flow rate and two half-cell voltage measurements. In contrast to previous works in the field, the proposed observer is capable to deal simultaneously with two significant and challenging conditions: (1) a not necessarily high flow rate, which results in different concentrations for tanks and cells, and (2) presence of crossover and oxidation side reactions, that result in imbalance between the electrolytes on the positive and negative sides of the system. The stability and convergence of the observer are formally demonstrated using a Lyapunov analysis and subsequently validated through comprehensive computer simulations. Finally, utilising the information provided by the observer, a strategy to independently regulate the flow rate of each electrolyte based on their individual state of charge is developed.
dc.description.peerreviewedPeer Reviewed
dc.description.sponsorshipThe project that gave rise to these results received the support of a fellowship from ’’la Caixa’’ Foundation, Spain (ID 100010434). The fellowship code is LCF/BQ/DI21/11860023. This research was also supported by the Spanish Ministry of Science and Innovation, under the projects MAFALDA (PID2021-126001OB-C31) and MASHED (TED2021-129927B-I00). This work has been supported by the Spanish Ministry of Universities funded by the European Union - NextGenerationEU (2022UPC-MSC-93823).
dc.description.versionPostprint (published version)
dc.identifier.citationPuleston, T. [et al.]. Nonlinear observer for online concentration estimation in vanadium flow batteries based on half-cell voltage measurements. "Computers & chemical engineering", Juny 2024, vol. 185, núm. article 108664.
dc.identifier.doi10.1016/j.compchemeng.2024.108664
dc.identifier.issn1873-4375
dc.identifier.otherhttps://www.researchgate.net/publication/378970062_Nonlinear_observer_for_online_concentration_estimation_in_vanadium_flow_batteries_based_on_half-cell_voltage_measurements
dc.identifier.urihttps://hdl.handle.net/2117/404918
dc.language.isoeng
dc.publisherElsevier
dc.relation.projectidinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-126001OB-C31/ES/ESTIMACION Y CONTROL EN BATERIAS DE FLUJO REDOX DE VANADIO/
dc.relation.projectidinfo:eu-repo/grantAgreement/AEI/Plan estatal de investigación científica y técnica y de innovación 2021-2023/TED2021-129927B-I00
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0098135424000826
dc.rights.accessOpen Access
dc.rights.licensenameAttribution 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectÀrees temàtiques de la UPC::Informàtica
dc.subjectÀrees temàtiques de la UPC::Enginyeria electrònica
dc.subject.lcshStorage batteries
dc.subject.lcshElectrolytes
dc.subject.lemacAcumuladors
dc.subject.lemacElectròlits
dc.subject.otherVanadium flow batteries
dc.subject.otherNonlinear observer
dc.subject.otherState of Charge
dc.subject.otherBattery monitoring
dc.subject.otherElectrolyte imbalance
dc.titleNonlinear observer for online concentration estimation in vanadium flow batteries based on half-cell voltage measurements
dc.typeArticle
dspace.entity.typePublication
local.citation.authorPuleston, T.; Cecilia, A.; Costa-Castelló, R.; Serra, M.
local.citation.numberarticle 108664
local.citation.publicationNameComputers & chemical engineering
local.citation.volume185
local.identifier.drac38463589

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