Artificial Intelligence Applications in LLC Resonant Converters from Design to Maintenance: An Overview

This paper looks into the applications of Artificial Intelligence (AI) in the lifecycle of LLC resonant converters, spanning from design to maintenance. The LLC resonant converter, a critical component in various high-power applications such as data centers and telecommunications, stands to benefit significantly from AI advancements, which can enhance power efficiency, density, and reliability. The paper discusses how AI methodologies, including expert systems, fuzzy logic, metaheuristic approaches, and machine learning, can be leveraged to optimize design parameters, improve control strategies, and predict maintenance needs.