Abstract: Model Predictive Control (MPC) has demonstrated significant potential in the control of power electronics; however, the trade-off between the online computational demands and the storage ...

Abstract: The capability to detect and identify faults within power electronic converters can be crucial for many applications. This paper presents a supervised machine learning approach to accurately ...