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Neuro-fuzzy techniques in FDI system for sugar factory actuators

2001Review Open access
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dc.contributor.authorMendes, Mário J. G. C.
dc.contributor.authorKowal, Marek
dc.contributor.authorKorbicz, Józef
dc.contributor.authorCosta, José M. G. Sá da
dc.date.accessioned2020-01-16T12:35:05Z
dc.date.available2020-01-16T12:35:05Z
dc.date.issued2001
dc.description.abstractFault diagnosis systems have an important role in industrial plants because the early fault detection and isolation (FDI) can minimize damages in the plants. The main aim of this work is to propose a two-stage neuro-fuzzy approach as a fault diagnosis system in dynamic processes. The first stage of the system is responsible for fault detection and is implemented using a neuro-fuzzy model. The second stage of the system is responsible for fault isolation and is built using an hierarchical structure of fuzzy neural networks. The FDI system is applied to fault diagnosis in the sugar factory actuators.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationMENDES, Mário J. G. C.; [et al] – Neuro-Fuzzy techniques in FDI system for sugar factory actuators. In 2ª DAMADICS Vacation School – Neuro-Fuzzy Methods for Modelling and Fault Diagnosis. Lisboa, Portugal: CEEM/DEM do ISEL. 2001. Pp. 1-12pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.21/10985
dc.language.isoengpt_PT
dc.publisherISEL - Instituto Superior de Engenharia de Lisboapt_PT
dc.subjectFault diagnosispt_PT
dc.subjectFuzzy neural networkspt_PT
dc.subjectHierarchical structurept_PT
dc.subjectAbrupt faultspt_PT
dc.subjectIncipient faultspt_PT
dc.subjectActuatorspt_PT
dc.titleNeuro-fuzzy techniques in FDI system for sugar factory actuatorspt_PT
dc.typereview
dspace.entity.typePublication
oaire.citation.conferencePlace31 de Agosto a 1 de Setembro de 2001 – Lisboa, Portugalpt_PT
oaire.citation.endPage12pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.title2ª DAMADICS Vacation School – Neuro-Fuzzy Methods for Modelling and Fault Diagnosispt_PT
person.familyNameGonçalves Cavaco Mendes
person.familyNameKowal
person.familyNameKorbicz
person.givenNameMário José
person.givenNameMarek
person.givenNameJózef
person.identifier.ciencia-idBD18-DE28-4610
person.identifier.orcid0000-0002-2448-8667
person.identifier.orcid0000-0002-9997-9612
person.identifier.orcid0000-0001-8688-3497
person.identifier.ridB-5405-2008
person.identifier.ridF-3402-2012
person.identifier.scopus-author-id24340460600
person.identifier.scopus-author-id7005747912
rcaap.rightsopenAccesspt_PT
rcaap.typereviewpt_PT
relation.isAuthorOfPublication80ad87b5-0a3b-46dd-8815-adb45f9a2e9a
relation.isAuthorOfPublication5cd378a6-2e1d-421f-95fe-9badc32f3254
relation.isAuthorOfPublicationfe1fae5e-33d1-4316-a6cc-dc39fb534f07
relation.isAuthorOfPublication.latestForDiscovery5cd378a6-2e1d-421f-95fe-9badc32f3254

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