A comprehensive protection relay (or integrated protection relay) is a smart electrical device that combines multiple protection functions to monitor power systems (e., generators, transformers, motors, transmission lines) and quickly isolate faults to ensure safety. The global energy transition is ushering in a new era of power electronic-dominated grids (PEDGs), to complement the increase in the widespread integration of renewable sources like wind and solar. The study shows that the overall stability and safety. Relay protection systems are essential in maintaining the safety and reliability of modern electrical grids.