This article gives an overview of the artificial intelligence (AI) applications for power
electronic systems. The three distinctive life-cycle phases, design, control, and maintenance …

Improving the reliability of engineered systems is a crucial problem in many applications in
various engineering fields, such as aerospace, nuclear energy, and water declination …

Faults and failures in the system components are two main reasons for the instability and the
degradation in control performance. In recent decades, fault-tolerant control (FTC) …

Permanent magnet synchronous motor and power electronics-based three-phase inverter
are the major components in the modern industrial electric drive system, such as electrical …

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 …

Thanks to reduced switch stress, high quality of load wave, easy packaging and good
extensibility, the cascaded H-bridge multilevel inverter is widely used in wind power system …

Machine learning (ML) based data-driven methods have shown promising performance in
power converter fault diagnosis. However, the existing ML model trained by one fault …

The cascaded H-bridge (CHB) multilevel converter has been used in various applications,
such as the STATCOMs and solid-state transformers. Due to its modular structure, fault …

The rapid expansion of installed wind energy capacity and the continuous development of
wind turbine technology has drawn attention to operation and maintenance issues. In order …

The observation data of dam displacement can reflect the dam's actual service behavior
intuitively. Therefore, the establishment of a precise data-driven model to realize accurate …