Design of Substation Operation State Monitoring System Based on Neural Network
As an important part of power system,the stable and efficient operation of substation is very important to the safety and reliability of the whole power grid.With the development of artificial intelligence technology,neural network can learn and simulate nonlinear and high-dimensional data in substation operation,so as to realize fault prediction and health status assessment.This paper discusses the design of substation operation state monitoring system based on neural network in detail,from system architecture design,data collection and processing,selection and training of neural network model to integration and implementation of neural network,comprehensively expounds the use of advanced neural network technology to enhance the ability of substation monitoring system,and verifies the effectiveness of the design through system testing.
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