This article digs into how machine learning (ML) and artificial intelligence (AI) contribute to the optimization of green energy systems and electric vehicles (EVs). It looks at a few of the ways ML/AI enable designers to deploy dynamic models that learn from experience, and handle non-linearities and changing, complex conditions better than fixed algorithms. Part […]
ML
How do ML and AI work in power conversion? part 1
The use of machine learning (ML) and artificial intelligence (AI) in power converters represents the latest development in the field of digital power. They are being used in advanced converter control schemes, performance monitors of electrolytic capacitors to support preventative maintenance, and power management systems to improve efficiency and enhance reliability. Part 2 will look […]
The difference between physical AI and machine learning in power electronics
Physical artificial intelligence (PAI) is the application of AI and machine learning (ML) algorithms to enable autonomous systems to interact with the physical world. ML is an internal software technique that allows systems to learn from data, while PAI refers to the external physical implementation of that intelligence. Traditional machine control (automation) follows fixed, pre-programmed […]
