artículo de publicación periódica.page.titleprefix
Data-driven fault diagnosis and robust control: application to PEM fuel cell systems

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dc.contributor.authorOcampo-Martínez, Carlos
dc.contributor.authorSánchez-Peña, Ricardo
dc.contributor.authorBianchi, Fernando D.
dc.contributor.authorIngimundarson, Ari
dc.date.accessioned2019-06-19T13:42:21Z
dc.date.available2019-06-19T13:42:21Z
dc.date.issued2018-08
dc.description.abstract"A data-driven methodology that includes the unfalsified control concept in the framework of fault diagnosis and isolation (FDI) and fault-tolerant control (FTC) is presented. The selection of the appropriate controller from a bank of controllers in a switching supervisory control setting is performed by using an adequate FDI outcome. By combining simultaneous online performance assessment of multiple controllers with the fault diagnosis decision from structured hypothesis tests, a diagnosis statement regarding what controller is most suitable to deal with the current (nominal or faulty) mode of the plant is obtained. Switching strategies that use the diagnosis statement are also proposed. This approach is applied to a nonlinear experimentally validated model of the breathing system of a polymer electrolyte membrane fuel cell. The results show the effectiveness of this FDI–fault-tolerant control data-driven methodology."en
dc.identifier.issn1049-8923
dc.identifier.urihttp://ri.itba.edu.ar/handle/123456789/1623
dc.language.isoenen
dc.relationinfo:eu-repo/semantics/altIdentifier/doi/10.1002/rnc.3820
dc.relationinfo:eu-repo/grantAgreement/ANPCyT/PICT/2008-290/AR. Ciudad Autónoma de Buenos Aires
dc.relationinfo:eu-repo/grantAgreement/MINECO/DPI2013-48243-C2-1-R/SP. Madrid
dc.relationinfo:eu-repo/grantAgreement/CERCA/SP. Barcelona
dc.subjectCELULAS DE COMBUSTIBLEes
dc.subjectANALISIS DE FALLASes
dc.subjectTOLERANCIA A FALLOSes
dc.titleData-driven fault diagnosis and robust control: application to PEM fuel cell systemsen
dc.typeArtículos de Publicaciones Periódicases
dc.typeinfo:eu-repo/semantics/acceptedVersion
dspace.entity.typeArtículo de Publicación Periódica
itba.description.filiationFil: Ocampo-Martínez, Carlos. Universitat Politècnica de Catalunya; España.
itba.description.filiationFil: Sánchez-Peña, Ricardo. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiationFil: Sánchez-Peña, Ricardo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiationFil: Bianchi, Fernando D. Institut de Recerca en Energia de Catalunya; España.
itba.description.filiationFil: Ingimundarson, Ari. Mannvit; Islandia.

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