Deep Learning Defined Power Electronic Converters

In pursuit of achieving the sustainable development goals, significant transformations are underway in the energy and transportation sectors. Cyber-physical system (CPS), a component of Industry 4.0, enables real-time monitoring, efficiency enhancement, and data generation. However, it also introduces challenges and vulnerabilities, particularly the risk of cyberattacks [1]. Critical infrastructure sectors include power grids, transportation systems, data centers, and healthcare, among others. Managing the relationship between technology and critical infrastructure involves complex regulatory and ethical considerations. Overreliance on CPS can lead to single points of failure, where a disruption in one system can cascade into others, emphasizing the need for cautious implementation.