Detection, Classification and Location of Sources of Partial Discharges Using the Radiometric Method: Trends, Challenges and Open Issues.
George Victor Rocha XavierHugerles S. SilvaEdson Guedes da CostaAlexandre Jean René SerresNuno Borges CarvalhoArnaldo S. R. OliveiraPublished in: IEEE Access (2021)
Keyphrases
- open issues
- detection method
- support vector machine svm
- classification method
- detection algorithm
- classification accuracy
- accuracy rate
- benchmark data sets
- machine learning methods
- high accuracy
- objective function
- feature extraction and classification
- machine learning
- similarity measure
- preprocessing
- pattern recognition
- significant improvement
- feature set
- training samples
- future trends
- cross validation
- false positive rate
- classification algorithm
- feature vectors
- decision trees
- pattern classification
- cost function
- voting method
- classification scheme
- decision rules
- support vector machine
- computational cost
- pairwise
- support vector
- learning algorithm