This chapter explores recent Artificial Intelligence (AI) innovations in core
engineering domains, especially in Electrical and Electronics Engineering. The major
grounds for these innovations arise due to the engineer's work toward the forefront
innovative technologies, by contributing in research, design, development, testing, and
manufacturing of next-generation equipment. The Electrical and Electronics
Engineering expands its research and development methodology in applications with
artificial intelligence subsets such as machine learning, deep learning, and data science
algorithms. This as an upshot made an industrial revolution 4.0. In the evolution of new
generation areas of research and development, which are discussed in this chapter, AI
algorithms are implemented in the field of power systems, power electronics, smart
grids, and renewable energy technologies. The experimental verification for these
innovations has been executed using Matlab/Simulink design environment.
Keywords: Artificial intelligence, Deep learning, Machine learning, Power system, Power electronics, Renewable energy.