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 …

Capacitors are widely used in dc links of power electronic converters to balance power,
suppress voltage ripple, and store short-term energy. Condition monitoring (CM) of dc-link …

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 …

The reliability assessment of smart grid-integrated distributed power-generating
coordination is an operational measure to ensure appropriate system operational set-ups in …

Condition-monitoring systems are used to determine the best timing for predictive
maintenance of power electronics converters. These monitoring systems can significantly …

Reliability of dc-link capacitors in modern design of power electronic converters is an
important aspect that needs to be considered. The requirement of applying condition …

Capacitors are critical components of power converter systems as they influence the cost,
size, performance, and scale of such systems. However, capacitors exhibit the highest …

Capacitors play a critical role in power electronic systems, and their health and performance
directly impact system reliability and efficiency. This article provides an overview of …

This study proposes an algorithm to estimate the state of an input capacitor based on a deep
neural network (DNN). This algorithm runs in a DC/AC single-phase converter. According to …

Currently, applications of the algorithms based on artificial intelligence (AI) principles can be
observed in various fields. This can be also noticed in the wide area of electrical drives …