Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System

Autores
Cofre, Patricio; Cipriano, Aldo
Año de publicación
2003
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
This work compares three nonlinear models for a three-tank hydraulic system. From each model, nonlinear predictors are designed for the generation of residuals representing the fault conditions. The residuals feed three different statistical inference modules to be compared in search for the best solution for fault detection and diagnosis.
Sociedad Argentina de Informática e Investigación Operativa
Materia
Ciencias Informáticas
nonlinear models
hydraulic system
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/185094
Acceder
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oai_identifier_str oai:sedici.unlp.edu.ar:10915/185094
network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark SystemCofre, PatricioCipriano, AldoCiencias Informáticasnonlinear modelshydraulic systemThis work compares three nonlinear models for a three-tank hydraulic system. From each model, nonlinear predictors are designed for the generation of residuals representing the fault conditions. The residuals feed three different statistical inference modules to be compared in search for the best solution for fault detection and diagnosis.Sociedad Argentina de Informática e Investigación Operativa2003-09info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdfhttp://sedici.unlp.edu.ar/handle/10915/185094enginfo:eu-repo/semantics/altIdentifier/issn/1666-1079info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-22T17:31:35Zoai:sedici.unlp.edu.ar:10915/185094Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-22 17:31:35.372SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
title Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
spellingShingle Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
Cofre, Patricio
Ciencias Informáticas
nonlinear models
hydraulic system
title_short Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
title_full Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
title_fullStr Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
title_full_unstemmed Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
title_sort Comparative Analysis of Statistical Inference Methods for Fault Detection and Diagnosis Using Nonlinear Models Applied to the Hydraulical Benchmark System
dc.creator.none.fl_str_mv Cofre, Patricio
Cipriano, Aldo
author Cofre, Patricio
author_facet Cofre, Patricio
Cipriano, Aldo
author_role author
author2 Cipriano, Aldo
author2_role author
dc.subject.none.fl_str_mv Ciencias Informáticas
nonlinear models
hydraulic system
topic Ciencias Informáticas
nonlinear models
hydraulic system
dc.description.none.fl_txt_mv This work compares three nonlinear models for a three-tank hydraulic system. From each model, nonlinear predictors are designed for the generation of residuals representing the fault conditions. The residuals feed three different statistical inference modules to be compared in search for the best solution for fault detection and diagnosis.
Sociedad Argentina de Informática e Investigación Operativa
description This work compares three nonlinear models for a three-tank hydraulic system. From each model, nonlinear predictors are designed for the generation of residuals representing the fault conditions. The residuals feed three different statistical inference modules to be compared in search for the best solution for fault detection and diagnosis.
publishDate 2003
dc.date.none.fl_str_mv 2003-09
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/185094
url http://sedici.unlp.edu.ar/handle/10915/185094
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/issn/1666-1079
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
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reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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