Timeseries Fault Classification in Power Transmission Lines by Non-Intrusive Feature Extraction and Selection Using Supervised Machine Learning.
Rab NawazHani A. AlbalawiSyed Basit Ali BukhariKhawaja Khalid MehmoodMuhammad SajidPublished in: IEEE Access (2024)
Keyphrases
- supervised machine learning
- transmission line
- feature extraction and selection
- power distribution
- pattern recognition
- electrical power
- manually annotated
- supervised learning
- active learning
- differential equations
- wave propagation
- fault detection
- machine learning
- feature extraction
- data sets
- classification accuracy
- artificial intelligence
- image classification
- training samples
- class labels
- fault diagnosis
- maximum entropy
- feature set
- magnetic field
- co occurrence
- high quality
- decision trees
- knowledge base