Digital design
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The Digital Design page serves as a hub for resources exploring the cutting-edge tools and technologies reshaping electric vehicle development. With access to reports, scientific papers, and case studies, this section highlights the growing role of virtual simulations, digital twin models, and advanced software in the design process. Whether you're researching how digital tools are accelerating design iterations or improving product quality, these materials provide essential information to support innovation in the EV digital design landscape.
Artificial Intelligence Applications in High-Frequency Magnetic Components Design for Power Electronics Systems: An Overviewpowerd
This article provides an overview of how artificial intelligence (AI) is applied in designing high-frequency magnetic components, primarily high-frequency inductors and transformers, for power electronics systems. Four categories of AI, including expert systems, fuzzy logic, metaheuristic methods, and machine learning techniques, are addressed. First, AI models for estimating losses in high-frequency magnetic components are discussed. Subsequently, AI-based design methods in high-frequency inductors and transformers are observed. Then, AI tools applied to the automatic design of high-frequency magnetic components are introduced and compared. Drawing insights from an analysis of over 200 publications, this article highlights significant advancements: the development of AI-driven models for precise loss estimation in high-frequency magnetic components, the application of AI in optimizing design configurations for the components, and the automation of design processes. These achievements demonstrate AI's capability to enhance the efficiency, performance, and innovation in high-frequency magnetic component design, offering a roadmap for future research in power electronics systems.
Artificial Intelligence Professionals, Automotive Designers, Digital Design Professionals, Electric Vehicle Manufacturers, Electric Vehicle Powertrain Designers
Artificial Intelligence, E-Volve Cluster, High-Frequency Inductor Design, High-Frequency Magnetic Components, High-Frequency Transformer Design, Loss Models, Power Electronics, POWERDRIVE
Link:
IEEE Xplore