Diagnosing Faults in Power Transformers With Variational Autoencoder, Genetic Programming, and Neural Network
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DOI: 10.1109/access.2023.3258544
Abstract: This work presents a new approach for the diagnosis of incipient faults in power transformers by considering dissolved gas analysis (DGA). A multilayer perceptron (MLP) neural network was trained to diagnose the type of transformer… read more here.
Keywords: neural network; power transformers; power; variational autoencoder ... See more keywords