Power System Protection with Artificial Intelligence Applications

The text begins by covering computer-aided modeling and simulation of digital relays and focuses on the design of various relay characteristics as well as their hardware implementation. It further discusses important topics such as wide area monitoring system (WAMS) based adaptive IED type relays, protection of double-circuit transmission lines, and multi-terminal transmission lines. It explores the protection of important components such as transformers, transmission lines, and generators. This book: Covers the protection of multi-terminal transmission lines and series compensated transmission lines using digital distance relays Presents distance protection using PSCAD, power swing studies using MATLAB, and relay coordination using PSCAD. Discusses artificial-based algorithms such as support vector machine, deep learning, and wavelet-based. Explains important topics such as phasor measurement unit, wide area monitoring, control, and protection. Showcases artificial intelligence-based transformer protection and adaptive setting type overcurrent protection. The text is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics, and communications engineering.