Learning from even a weak teacher: Bridging rule-based Duval method and a deep neural network for power transformer fault diagnosis
Sunuwe Kim, Jongmin Park, Wongon Kim, Soo-Ho Jo, Byeng D. Youn
Topics & Concepts
HyperparameterArtificial intelligenceComputer scienceTransformerArtificial neural networkDissolved gas analysisLabeled dataMachine learningRobustness (evolution)Regularization (linguistics)Deep learningBridging (networking)Data miningPattern recognition (psychology)EngineeringChemistryTransformer oilComputer networkVoltageBiochemistryGeneElectrical engineeringPower Transformer Diagnostics and InsulationHigh voltage insulation and dielectric phenomenaNon-Destructive Testing Techniques