In relay protection, AI and ML techniques are gaining traction as tools to improve the reliability and efficiency of protective schemes within smart grids AI environments. Relay protection is essential in an electrical network to detect and isolate faulty components, preventing. Artificial intelligence (AI) technology has many advantages in feature extraction, identification, big data processing and so on. It can make outstanding performance in The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Traditionally, relay. Relay protection is a critical part of any medium voltage switchgear system, as it helps to protect equipment from damage and to ensure the safe and reliable operation of the system. During an extreme disaster, it may not be important that the perfect, most optimal action is taken, but AI must be. In the field of fault diagnosis, the proposed method can achieve real-time collection of the operating status of the power grid, and use the established artificial intelligence model to analyze it, thereby achieving rapid identification and localization of system fault types and locations.
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