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Neuro-fuzzy fault detection approach using a Profibus network

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dc.contributor.authorCalado, João Manuel Ferreira
dc.contributor.authorMendes, Mário J. G. C.
dc.contributor.authorKowal, Marek
dc.contributor.authorKorbicz, Józef
dc.contributor.authorCosta, J. M. G. Sá da
dc.date.accessioned2020-01-13T15:28:10Z
dc.date.available2020-01-13T15:28:10Z
dc.date.issued2002
dc.description.abstractGenerally three methodologies to develop and test FDI algorithms can de distinguished: software benches, hardware benches and industrial data. The current approach uses a hardware bench constructed with components commonly used in industry that consists on a pilot plant under supervision, a supervision unit, a fault detection unit and a fault simulation unit. All elements are connected to a PROFIBUS network that acts as the communication system exchanging information between automation system and distributed field devices. A fault detection methodology, which is based on neuro-fuzzy models, has been developed and implemented. During the current studies actuator faults, sensor faults and leakages have been considered as incipient and abrupt faults. Several studies have also been performed under multiple simultaneous faulty scenarios.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationCALADO, João M. F.; [et al] – Neuro-fuzzy fault detection approach using a Profibus network. In Proceedings of the 10th Mediterranean Conference on Control and Automation - MED2002 Lisboa, Portugal, 2002. Pp. 1-10pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.21/10980
dc.language.isoengpt_PT
dc.subjectNeuro-fuzzypt_PT
dc.subjectFault detectionpt_PT
dc.subjectFieldbuspt_PT
dc.subjectAbruptpt_PT
dc.subjectIncipient faultspt_PT
dc.titleNeuro-fuzzy fault detection approach using a Profibus networkpt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlace9-12 de julho de 2002 – Lisboa, Portugalpt_PT
oaire.citation.endPage10pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.title10th Mediterranean Conference on Control and Automation - MED2002pt_PT
person.familyNameCalado
person.familyNameGonçalves Cavaco Mendes
person.familyNameKowal
person.familyNameKorbicz
person.givenNameJoão
person.givenNameMário José
person.givenNameMarek
person.givenNameJózef
person.identifier370725
person.identifier.ciencia-idB518-93E3-E7AB
person.identifier.ciencia-idBD18-DE28-4610
person.identifier.orcid0000-0001-6628-4657
person.identifier.orcid0000-0002-2448-8667
person.identifier.orcid0000-0002-9997-9612
person.identifier.orcid0000-0001-8688-3497
person.identifier.ridM-4167-2013
person.identifier.ridB-5405-2008
person.identifier.ridF-3402-2012
person.identifier.scopus-author-id7006897277
person.identifier.scopus-author-id24340460600
person.identifier.scopus-author-id7005747912
rcaap.rightsclosedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
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relation.isAuthorOfPublication80ad87b5-0a3b-46dd-8815-adb45f9a2e9a
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relation.isAuthorOfPublication.latestForDiscovery80ad87b5-0a3b-46dd-8815-adb45f9a2e9a

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