Design and Implementation of an Intelligent Operation and Maintenance Platform for Substation Equipment Based on Cloud Computing
A cloud computing based intelligent operation and maintenance platform for substation equipment has been proposed.The platform uses edge computing to deploy intelligent nodes in the local substation to achieve data collection and analysis.At the same time,utilizing federated learning to achieve collaborative training and knowledge fusion of intelligent operation and maintenance models for multiple substations can improve model performance while protecting data privacy.The platform also fully utilizes the technological advantages of cloud computing at the edge and model training levels to achieve full process operation and maintenance functions such as substation equipment status monitoring,fault diagnosis,and health assessment.The experiment shows that the platform effectively improves the monitoring capability and fault handling efficiency of substations.
cloud computingfederated learningintelligent operation and maintenance
万方数据
维普
