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
Condition monitoring is a proactive measure to conditions, degradation level, remaining useful lifetime realize operation optimization, predictive maintenance, and high availability of Power Electronic Systems (PES). It is demanded by reliability-, safety-, or availability-critical applications. The core of condition monitoring is a prediction based on historical and present … [Read more...] about Enabling Data-Driven Condition Monitoring of Power Electronic Systems With Artificial Intelligence: Concepts, Tools, and Developments
Artificial intelligence (AI) techniques have recently emerged as the powerful and advancing frontier in power electronics and their impact in the next generation of power electronics appears to be tremendous. The advent of AI has brought a challenge to the engineers specialized in power electronics which is already a complex, interdisciplinary and fast-moving technology. The AI … [Read more...] about Artificial Intelligence Techniques: How Can it Solve Problems in Power Electronics?