Fault detection in internal combustion engines using fuzzy logic

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dc.contributor.authorCelik, M. B.
dc.contributor.authorBayir, R.
dc.date.accessioned2024-09-29T16:05:12Z
dc.date.available2024-09-29T16:05:12Z
dc.date.issued2007
dc.departmentKarabük Üniversitesien_US
dc.description.abstractIn this study, a complementary fuzzy-logic-based fault diagnosis system was developed to diagnose the faults of an internal combustion engine (ICE) and the system incorporated with an engine test stand. The input variables of the fuzzy logic classifier were acquired via a data acquisition card and RS-232 port. The rule base of this system was developed by considering the theoretical knowledge, the expert knowledge, and the experiment results. The accuracy of the fuzzy logic classifier was tested by experimental studies which were performed under different fault conditions. Using the developed fault diagnosis system, ten general faults which were observed in the internal combustion engine were successfully diagnosed in real time. With these characteristics, the system could easily be used for fault diagnosis in test laboratories and in service workshops.en_US
dc.identifier.doi10.1243/09544070JAUTO366
dc.identifier.endpage587en_US
dc.identifier.issn0954-4070
dc.identifier.issn2041-2991
dc.identifier.issueD5en_US
dc.identifier.scopus2-s2.0-34250899726en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage579en_US
dc.identifier.urihttps://doi.org/10.1243/09544070JAUTO366
dc.identifier.urihttps://hdl.handle.net/20.500.14619/6561
dc.identifier.volume221en_US
dc.identifier.wosWOS:000247852500006en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSage Publications Ltden_US
dc.relation.ispartofProceedings of the Institution of Mechanical Engineers Part D-Journal of Automobile Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectinternal combustion engineen_US
dc.subjectfuzzy logicen_US
dc.subjectfault detectionen_US
dc.titleFault detection in internal combustion engines using fuzzy logicen_US
dc.typeArticleen_US

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