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Application and comparative analysis of fuzzy inference system for transformer fault diagnosis with dissolved gases in oil

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dc.contributor.authorORAL, BÜLENT
dc.contributor.authorİSPİRLİ, MEHMET MURAT
dc.contributor.authorsİSPİRLİ M. M., Adalı H., KALENDERLİ Ö., Çelik M. Z., ORAL B.
dc.date.accessioned2023-02-20T12:45:03Z
dc.date.available2023-02-20T12:45:03Z
dc.date.issued2021-10-28
dc.description.abstractOils are used for cooling and insulation in transformers. The fault currents occurred on transformers can damage windings and insulation. As a result of this incoming fault current, gas emission occurs in materials such as oil and pressboard. The type of these gases released gives information about the fault of the transformer. In this study, it has been studied on the determination of the fault by analyzing the gases released as a result of the failure in 63 transformers using FIS. As a result of the analysis, the results obtained with FIS were compared with analyzed results with IEC 60599 and fault reports from the corporation, which these values obtained. When 63.5% true results were obtained compared to IEC 60599, 97.6% correct results were obtained compared to fault reports of the corporation because 22 of 63 transformer gas values were not actually suitable for applying the IEC Ratio method.
dc.identifier.citationİSPİRLİ M. M., Adalı H., KALENDERLİ Ö., Çelik M. Z., ORAL B., \"Application and Comparative Analysis of Fuzzy Inference System for Transformer Fault Diagnosis with Dissolved Gases in Oil\", The 3rd International Conference on High Voltage Engineering and Power System, Bandung, Endonezya, 05 Ekim 2021
dc.identifier.doi10.1109/ichveps53178.2021.9601106
dc.identifier.urihttp://dx.doi.org/10.1109/ichveps53178.2021.9601106
dc.identifier.urihttps://hdl.handle.net/11424/286637
dc.relation.ispartofThe 3rd International Conference on High Voltage Engineering and Power System
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectDGA interpretation
dc.subjectDissolved Gas Analysis
dc.subjectFault prediction methods
dc.subjectFuzzy Inference System (FIS)
dc.subjectPower Transformers
dc.titleApplication and comparative analysis of fuzzy inference system for transformer fault diagnosis with dissolved gases in oil
dc.typeconferenceObject
dspace.entity.typePublication
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local.indexed.atSCOPUS
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relation.isAuthorOfPublication.latestForDiscoveryaf6e4989-cfff-4dcf-ad2e-9eca4a86cc9b

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