Artificial intelligence and machine learning (AI/ML) have been applied to power electronics and electric drives research for more than 20 years for design, control, estimation, and prediction. With the recent interest in AI/ML for all aspects of smart and connected daily life, the interest in AI/ML applications of power electronics has also increased. With the increase in the … [Read more...] about AI/ML and Cybersecurity in Power Electronics
Machine learning
Towards Intelligent Power Electronics-Dominated Grid via Machine Learning Techniques
Nowadays, to meet the vision of employing 100% renewable-based electricity generation, the conventional power system is evolving into power electronics-dominated grid (PEDG). This transition leads to an amplified complexity and significance for device and system-level control schemes to maintain resiliency, reliability, and operational stability. Recently, in various fields of … [Read more...] about Towards Intelligent Power Electronics-Dominated Grid via Machine Learning Techniques
