IEEE Transactions on Dielectrics and Electrical Insulation · 2015 · 41 citations · 15 references
Natural SciencesPhysicsComputational ThermodynamicsPhase TransformationsThermodynamicsDiagnosisElectrical System DiagnosticsMaintenance DiagnosticsCompositional ModelingPredictive Maintenance DiagnosticsThermodynamic DiagnosticsThermodynamic ForcesThermodynamic Formalism
The dissolved gas analysis (DGA) is a well-accepted power transformer predictive maintenance technique. However, despite the importance of the technique, classical diagnostic methods were developed from observations of simplified thermodynamic and compositional models. This paper presents the development of a DGA diagnostic method based on a thermodynamic model that includes a contribution inspired on the kinetics of the process. The performances of the new phenomenological proposition and of classical DGA diagnostic methods are compared and discussed. Also, a general procedure for the application of the new diagnostic method is described.
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An Artificial Neural Network Approach to Transformer Fault Diagnosis
Yuxin Zhang, Xuewen Ding, Yike Liu et al. · IEEE Power Engineering Review · 1996 · 262 citations · Full text
Computing, Electrical Engineering, Artificial Intelligence +15