Applications of artifical intelligence in power electronics

Abstract

In this paper, various areas of artificial intelligence as well as their applications on power electronics, transmission lines and micro-grids have been introduced. In the first part of this paper, a brief history of artificial intelligence is given. Furthermore, the role of artificial intelligence in different industries is explained. Finally, the most popular algorithms of artificial intelligence are introduced and compared. In the second part of this paper, the role of power electronics is explained. Moreover, the ever-increasing complexity of control, fault detection and diagnosis for power electronic devices are introduced. Finally, it is emphasized that how artificial intelligence can be widely used to overcome the complex problems linked with power electronics and their applications in various areas especially the renewable energies.