In this article, we explore the importance of relay protection in the context of smart grid advancements, discuss key challenges, and outline how robust data analytics can empower engineers to drive innovation and improved safety in electric grid systems. Then, due to the particularity of historical statistical data, a weight calculation method combining analytical hierarchy process (AHP) and entropy weight method is adopted to eliminate subjective factors in the weight calculation process. Meanwhile, the equipment operation risk level was. Relay protection technology plays a vital role in fault detection, isolation, and recovery, evolving with intelligent algorithms, digital equipment, and automated coordination to enhance grid reliability. Relay protection is a critical function. ABB's Relion family of protection and control relays for secondary distribution offers a wide range of products for protection, control, measurement and supervision of power distribution systems for IEC and ANSI applications – from generation and interconnected grids in secondary distribution.
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