The new generation of intelligent substations has achieved online monitoring functions for secondary equipment, making some state variables of relay protection equipment become observable indicators. Liu D, Wu K, Guo Z, Cui Y, Liu W and Zhang J (2024),Strategyforevaluatingthestatusofrelay protectionequipmentforthenewgenerationof intelligent substations. Taking the 500 kVA intelligent substation in Shenzhen. This study introduces a new diagnostic framework that combines improved particle swarm optimization, K-means clustering algorithms, support vector machine (SVM), and learning vector quantization neural networks to provide a comprehensive fault diagnosis and pre-diction model for relay protection. Based on this, this paper studies and analyzes the stability of RP in Intelligent Substation (IS) and discusses the principle and structural characteristics of IS, the design principle of RP, and the basic scheme of RP configuration in IS; according to the stability judgment basis of RP, the.
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