Data-driven Fault Diagnosis of Power Transformers using Dissolved Gas Analysis (DGA)
Arian Dhini, Akhmad Faqih, Benyamin Kusumoputro, Isti Surjandari, Andrew Kusiak
Abstract
A power transformer is a critical piece of equipment in a power plant for distributing electricity, and it experiences thermal and electrical stresses during operation. Dissolved gas analysis (DGA) remains one of the most effective techniques to
Topics & Concepts
Dissolved gas analysisSupport vector machineArtificial neural networkComputer scienceTransformerExtreme learning machineRadial basis functionComputationArtificial intelligenceClassifier (UML)Machine learningTransformer oilPattern recognition (psychology)Data miningEngineeringAlgorithmElectrical engineeringVoltagePower Transformer Diagnostics and InsulationCurrency Recognition and DetectionElectricity Theft Detection Techniques