Short-Circuited Turn Fault Diagnosis in Transformers by Using Vibration Signals, Statistical Time Features, and Support Vector Machines on FPGA.
Jose R. Huerta-RosalesDavid Granados-LiebermanArturo Garcia-PerezDavid Camarena-MartinezJuan Pablo Amezquita-SanchezMartin Valtierra-RodriguezPublished in: Sensors (2021)
Keyphrases
- fault diagnosis
- monitoring and fault diagnosis
- condition monitoring
- support vector
- vibration signal
- expert systems
- fault detection
- neural network
- power transformers
- operating conditions
- classification accuracy
- bp neural network
- fuzzy logic
- chemical process
- extracted features
- incipient fault
- power plant
- feature vectors
- feature extraction
- multi sensor information fusion
- support vector machine
- wavelet analysis
- wavelet transform
- artificial intelligence