High-Voltage Circuit Breaker Fault Diagnosis Using a Hybrid Feature Transformation Approach Based on Random Forest and Stacked Autoencoder - Ma, Suliang; Chen, Mingxuan; Wu, Jianwen; Wang, Yuhao; Jia, Bowen; Jiang, Yuan (IEEE transactions on industrial electronics (1982), 2019)
Keywords: Binary codes; Circuit breakers; Circuit faults; Fault diagnosis; Feature extraction; feature transformation; High voltages; high-voltage circuit breaker (HVCB); Machine learning; Mapping; Neural networks; Optimization; Radio frequency; random forest (RF); stacked autoencoder (SAE); Support vector machines; Transformations; Vibrations; Wavelet analysis; wavelet packet decomposition; Wavelet transforms