Research on the Design of Substation Operation and Maintenance Management System Based on Deep Learning
With the rapid development of smart grid technology,substation operation and maintenance management is an important link to ensure the stable operation of power grid,and people's demand for automation and intelligence is increasing.As an advanced machine learning technology,deep learning can effectively process and analyze a large number of power grid data by simulating the decision-making structure of human brain,and realize accurate prediction and fault diagnosis of substation equipment.This paper studies and designs a substation operation and maintenance management system based on deep learning,including data acquisition and preprocessing,model training and algorithm development,real-time monitoring of equipment status and the realization of predictive maintenance strategy,which provides a feasible solution for realizing efficient and intelligent operation and maintenance of substations.
deep learningsubstationoperation and maintenance management
NETL
NSTL
万方数据
