A Novel Fault Diagnostic Approach for DC-DC Converters Based on CSA-DBN - Sun, Quan; Wang, Youren; Jiang, Yuanyuan (IEEE access, 2018)
Keywords: Back propagation networks; Belief networks; Capacitors; Circuit faults; Converters; Crow search algorithm; dc-dc power converter; DC-DC power converters; deep belief network; Diagnostic systems; Energy value; Failure rates; Fault diagnosis; Faults; feature extraction; Inductance; MOSFETs; Neural networks; Neurons; Optimization; Safety critical; Search algorithms; Short circuits; Shutdowns; Support vector machines; System effectiveness; Voltage converters (DC to DC); wavelet packets