Diagnosis of Chaotic Ferroresonance Phenomena Using Deep Learning

Diagnosis of Chaotic Ferroresonance Phenomena Using Deep Learning

Ferroresonance is a non-linear and dangerous resonance phenomenon that can affect power networks and damage electrical equipment. The ferroresonance phenomenon is examined by dividing it into classes, with chaotic ferroresonance being the most dangerous type that causes overvoltage’s. Det...

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Bibliographic Details
Main Authors: H. Selcuk Nogay, Tahir Cetin Akinci, M. Ilhan Akbas, Amir Tokic
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Alexnet
chaotic ferroresonance
classification
deep convolutional neural networks
identification
transfer learning
Online Access:https://ieeexplore.ieee.org/document/10149350/

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