Por favor, use este identificador para citar o enlazar a este item: http://hdl.handle.net/10261/166398
COMPARTIR / EXPORTAR:
logo share SHARE logo core CORE BASE
Visualizar otros formatos: MARC | Dublin Core | RDF | ORE | MODS | METS | DIDL | DATACITE

Invitar a revisión por pares abierta
Título

Robust fault diagnosis of proton exchange membrane fuel cells using a Takagi-Sugeno interval observer approach

AutorRotondo, Damiano CSIC ORCID ; Fernández Cantí, Rosa M.; Tornil-Sin, Sebastian CSIC ORCID ; Blesa, Joaquim CSIC ORCID ; Puig, Vicenç CSIC ORCID
Palabras claveModel-based fault diagnosis
PEM fuel cells
Takagi-Sugeno fuzzy systems
Analytical redundancy relations
Interval observers
Fecha de publicación2016
EditorElsevier
CitaciónInternational Journal of Hydrogen Energy 41(4): 2875-2886 (2016)
ResumenIn this paper, the problem of robust fault diagnosis of proton exchange membrane (PEM) fuel cells is addressed by introducing the Takagi-Sugeno (TS) interval observers that consider uncertainty in a bounded context, adapting TS observers to the so-called interval approach. Design conditions for the TS interval observer based on regional pole placement are also introduced to guarantee the fault detection and isolation (FDI) performance. The fault detection test is based on checking the consistency between the measurements and the output estimations provided by the TS observers. In presence of bounded uncertainty, this check relies on determining if all the measurements lie inside their corresponding estimated interval bounds. When a fault is detected, the measurements that are inconsistent with their corresponding estimations are annotated and a fault isolation procedure is triggered. By using the theoretical fault signature matrix (FSM), which summarizes the effects of the different faults on the available residuals, the fault is isolated by means of a logic reasoning that takes into account the bounded uncertainty, and if the number of candidate faults is more than one, a correlation analysis is used to obtain the most likely fault candidate. Finally, the proposed approach is tested using a PEM fuel cell case study proposed in the literature.
Versión del editorhttps://doi.org/10.1016/j.ijhydene.2015.12.071
URIhttp://hdl.handle.net/10261/166398
DOI10.1016/j.ijhydene.2015.12.071
Identificadoresdoi: 10.1016/j.ijhydene.2015.12.071
issn: 0360-3199
Aparece en las colecciones: (IRII) Artículos




Ficheros en este ítem:
Fichero Descripción Tamaño Formato
robustapproa.pdf573,18 kBAdobe PDFVista previa
Visualizar/Abrir
Mostrar el registro completo

CORE Recommender

SCOPUSTM   
Citations

69
checked on 21-mar-2024

WEB OF SCIENCETM
Citations

54
checked on 29-feb-2024

Page view(s)

303
checked on 28-mar-2024

Download(s)

361
checked on 28-mar-2024

Google ScholarTM

Check

Altmetric

Altmetric


NOTA: Los ítems de Digital.CSIC están protegidos por copyright, con todos los derechos reservados, a menos que se indique lo contrario.