Research on Charging Status Monitoring of New Energy Vehicle Charging Stations Based on Deep Learning
This article studies the monitoring technology of charging status of new energy vehicle charging piles based on deep learning.By constructing a deep learning model,it comprehensively monitors the physical quantity data such as voltage,current,temperature during the charging process of electric vehicles.The new energy vehicle charging system is studied and analyzed,and state monitoring and safety monitoring methods are proposed.A comprehensive model framework based on deep learning is designed.The experimental results show that the model achieves real-time and accurate monitoring of charging status,and warns potential faults.It performs well in charging status monitoring and safety warning,providing strong guarantees for the safe charging of new energy vehicles.
new energy vehiclescharging stationcharging status monitoringdeep learningsecurity warning
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