Data-driven fault diagnosis and robust control: application to PEM fuel cell systems

Ocampo-Martínez, Carlos; Sánchez-Peña, Ricardo; Bianchi, Fernando D.; Ingimundarson, Ari

Artículo de Publicación Periódica:
Data-driven fault diagnosis and robust control: application to PEM fuel cell systems

dc.contributor.author	Ocampo-Martínez, Carlos
dc.contributor.author	Sánchez-Peña, Ricardo
dc.contributor.author	Bianchi, Fernando D.
dc.contributor.author	Ingimundarson, Ari
dc.date.accessioned	2019-06-19T13:42:21Z
dc.date.available	2019-06-19T13:42:21Z
dc.date.issued	2018-08
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.issn	1049-8923
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/1623
dc.language.iso	en	en
dc.relation	info:eu-repo/semantics/altIdentifier/doi/10.1002/rnc.3820
dc.relation	info:eu-repo/grantAgreement/ANPCyT/PICT/2008-290/AR. Ciudad Autónoma de Buenos Aires
dc.relation	info:eu-repo/grantAgreement/MINECO/DPI2013-48243-C2-1-R/SP. Madrid
dc.relation	info:eu-repo/grantAgreement/CERCA/SP. Barcelona
dc.subject	CELULAS DE COMBUSTIBLE	es
dc.subject	ANALISIS DE FALLAS	es
dc.subject	TOLERANCIA A FALLOS	es
dc.title	Data-driven fault diagnosis and robust control: application to PEM fuel cell systems	en
dc.type	Artículos de Publicaciones Periódicas	es
dc.type	info:eu-repo/semantics/acceptedVersion
dspace.entity.type	Artículo de Publicación Periódica
itba.description.filiation	Fil: Ocampo-Martínez, Carlos. Universitat Politècnica de Catalunya; España.
itba.description.filiation	Fil: Sánchez-Peña, Ricardo. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiation	Fil: Sánchez-Peña, Ricardo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiation	Fil: Bianchi, Fernando D. Institut de Recerca en Energia de Catalunya; España.
itba.description.filiation	Fil: Ingimundarson, Ari. Mannvit; Islandia.