Core Concepts of AI in Power Electronics Design

Abstract

Continuing from the previous introductory video, this session introduces the fundamental concepts of AI and their applications in power electronics design. It sequentially covers key AI techniques—meta-heuristic algorithms, machine learning, and generative AI engineering—each contributing toward the vision of autonomous power electronics design, or PE Design 4.0. To reinforce these concepts, case studies on AI-augmented synchronous buck converter design are presented, offering practical insights and deepening understanding.