An Approach to Condition Assessment of High-Voltage Insulators by Ultrasound and an Ensemble of Convolutional Neural Networks.
Gabriel De Souza Pereira GomesDaniel Carrijo Polonio AraujoArthur Franklim Marques De CamposFrederico Dourado Da SilvaRafael Prux FehlbergBruno Fernandes SardinhaDanilo Amorim RabeloRogério Andrade FlauzinoPublished in: ISGT (2020)
Keyphrases
- high voltage
- convolutional neural networks
- operating conditions
- convolutional network
- ultrasound images
- partial discharge
- normal operation
- transmission line
- ensemble learning
- neural network
- sufficient conditions
- learning algorithm
- ensemble methods
- base classifiers
- feature space
- training data
- feature extraction
- text classification
- computational intelligence
- benchmark datasets
- multi class
- artificial neural networks
- knowledge base
- decision making
- feature selection