The DC–DC converters operate extensively in a variety of industrial applications such as
electric vehicles, renewable energy systems, aerospace applications, consumer electronics …

Since permanent magnet direct current (DC) motors are mainly used in various industrial
automation applications, the demand for electric motors is increasing rapidly. However, in …

This article proposes a health indicator estimation method based on the digital-twin concept
aiming for condition monitoring of power electronic converters. The method is noninvasive …

Physics-informed machine learning (PIML) has been emerging as a promising tool for
applications with domain knowledge and physical models. To uncover its potentials in …

This article presents an online data-driven diagnosis method for multiple insulated gate
bipolar transistors (IGBTs) open-circuit faults and current sensor faults in the three-phase …

With the increasing process complexities, data-driven fault prognosis has emerged as a
promising fault management tool that predicts and manages abnormal events well in …

To utilize the solar photovoltaic (PV) energy efficiently, dc-dc converters are widely used in
both grid-connected and stand-alone systems. Among the various topologies, interleaved dc …

The degradation of power converter performance is one of the most critical issues of
complex system with the improvement of power capacity and density. Power converter bears …

In this article, a novel data-driven method is proposed for open-circuit fault diagnosis of
insulated gate bipolar transistor used in three-phase pulsewidth modulation converter …

System identification is fundamental in many recent state-of-the-art developments in power
electronic such as modeling, parameter tracking, estimation, self-tuning and adaptive …