Research on Intelligent Operation and Maintenance Technology of Substation Based on Al Operation and Maintenance Knowledge Base Model
This paper analyzes the shortcomings of traditional operation and maintenance knowledge inventory,such as low information quality,narrow coverage,and untimely updates,and proposes an intelli-gent operation and maintenance technology to establish an Al based operation and maintenance knowledge base model.Firstly,the data was uniformly processed from the aspects of collection,analysis,and feature extraction.Secondly,an Al based operation and maintenance knowledge base model was established based on operation and maintenance features.Finally,the effectiveness of the model was verified through K-fold cross validation method.The experimental results showed that the model can improve the accuracy and ef-ficiency of intelligent operation and maintenance,thereby better ensuring the safe and stable operation of the power system.
intelligent operation and maintenanceknowledge basefeature extractionAI
万方数据
维普
