IEEE Transactions on Power Delivery · 1993 · 283 citations · 6 references
Fault DiagnosisGas AnalysisFuzzy SystemsEngineeringIntelligent DiagnosticsWell DiagnosticsDiagnosisFault ForecastingPrototype Expert SystemIntelligent SystemsSystem DiagnosisData SciencePattern RecognitionTransformer Fault DiagnosisFault AnalysisSystems EngineeringFuzzy LogicDecision Support SystemsExpert SystemAutomatic Fault DetectionFuzzy Expert SystemFault Detection
A prototype expert system based on the dissolved gas analysis (DGA) technique for diagnosis of suspected transformer faults and their maintenance actions is developed. A synthetic method is proposed to assist the gas ratio method. The uncertainties of key gas analysis, norms threshold, and gas ratio boundaries, are managed by using a fuzzy set concept. The expert system is implemented on a PC-AT using KES with rule-based knowledge representation. The system has been tested to show its effectiveness in transformer diagnosis.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
6