Power transformer disturbance classification based on the wavelet transform and artificial neural networks.
Jessika Fonseca FernandesFlavio Bezerra CostaRodrigo Prado de MedeirosPublished in: IJCNN (2016)
Keyphrases
- wavelet transform
- artificial neural networks
- classification accuracy
- decision trees
- neural network
- power quality disturbance
- multiresolution
- machine learning
- power transformers
- support vector machine svm
- training set
- preprocessing
- feature selection
- feature extraction
- multi layer perceptron
- pattern classification
- image coding
- feature space
- fault diagnosis
- classification method
- classification models
- automatic classification
- classification scheme
- supervised learning
- using artificial neural networks
- unsupervised learning
- multiscale
- wavelet coefficients
- text classification
- computational intelligence
- wavelet analysis
- feature vectors