NEW ENERGY GENERATION AND NEW ENERGY VEHICLE DYNAMIC CONSUMPTION MICROGRID CONTROL MODEL BASED ON IMPROVED ADMM
Aimed at the problem that the strong randomness of photovoltaic and wind power generation leads to difficulties in energy consumption,a new energy generation and new energy vehicle dynamic consumption microgrid control model based on improved ADMM is proposed.The LSTM model was improved by the retained analysis method to predict the generation power of new energy and the charging load of new energy vehicles,so as to achieve the purpose of predicting the power supply capacity and power load.The improved ADMM was used to control the charging load of new energy vehicles according to the difference between the predicted power supply capacity and the predicted user load,so as to achieve dynamic control and consumption of new energy generation.Experimental results show that this method can improve the energy utilization rate by 57％compared with the traditional method.
New energy power generationNew energy vehiclesRetention analysisImproved LSTMImproved ADMMDynamic control and consumption
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