Mostra el registre d'ítem simple
Set-membership parity space approach for fault detection in linear uncertain dynamic systems
dc.contributor.author | Blesa Izquierdo, Joaquim |
dc.contributor.author | Puig Cayuela, Vicenç |
dc.contributor.author | Saludes Closa, Jordi |
dc.contributor.author | Fernández Canti, Rosa M. |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Matemàtica Aplicada II |
dc.date.accessioned | 2015-07-20T11:16:52Z |
dc.date.available | 2015-07-20T11:16:52Z |
dc.date.created | 2014-03-11 |
dc.date.issued | 2014-03-11 |
dc.identifier.citation | Blesa, J., Puig, V., Saludes, J., Fernández-Cantí, R. M. Set-membership parity space approach for fault detection in linear uncertain dynamic systems. "International journal of adaptive control and signal processing", 11 Març 2014, vol. 30, núm. 2, p. 186-205. |
dc.identifier.issn | 0890-6327 |
dc.identifier.uri | http://hdl.handle.net/2117/76223 |
dc.description.abstract | In this paper, a set-membership parity space approach for linear uncertain dynamic systems is proposed. First, a set of parity relations derived from the parity space approach is obtained by means of a transformation derived from the system characteristic polynomial. As a result of this transformation, parity relations can be expressed in regressor form. On the one hand, this facilitates the parameter estimation of those relations using a zonotopic set-membership algorithm. On the other hand, fault detection is then based on checking, at every sample time, the non-existence of a parameter value in the parameter uncertainty set such that the model is consistent with all the system measurements. The proposed approach is applied to two examples: a first illustrative case study based on a two-tank system and a more realistic case study based on the wind turbine fault detection and isolation benchmark in order to evaluate its effectiveness |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Informàtica |
dc.subject.lcsh | Automatic control |
dc.subject.lcsh | Linear systems |
dc.subject.lcsh | Differential equations, Linear |
dc.subject.lcsh | Fault location (Engineering) |
dc.subject.other | Keywords: fault detection |
dc.subject.other | set membership |
dc.subject.other | parity space |
dc.subject.other | parity equations |
dc.subject.other | zonotopes |
dc.title | Set-membership parity space approach for fault detection in linear uncertain dynamic systems |
dc.type | Article |
dc.subject.lemac | Control automàtic |
dc.subject.lemac | Sistemes lineals |
dc.subject.lemac | Equacions diferencials lineals |
dc.contributor.group | Universitat Politècnica de Catalunya. SIC - Sistemes Intel·ligents de Control |
dc.contributor.group | Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control |
dc.identifier.doi | 10.1002/acs.2476 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://onlinelibrary.wiley.com/doi/10.1002/acs.2476/abstract |
dc.rights.access | Open Access |
local.identifier.drac | 16638389 |
dc.description.version | Postprint (published version) |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/FP7/270428/EU/Making Sense of Nonsense/ISENSE |
local.citation.author | Blesa, J.; Puig, V.; Saludes, J.; Fernández-Cantí, R. M. |
local.citation.publicationName | International journal of adaptive control and signal processing |
local.citation.volume | 30 |
local.citation.number | 2 |
local.citation.startingPage | 186 |
local.citation.endingPage | 205 |
Fitxers d'aquest items
Aquest ítem apareix a les col·leccions següents
-
Articles de revista [133]
-
Articles de revista [1.397]
-
Articles de revista [509]
-
Articles de revista [3.268]