Automatic Prediction Method of Line Loss Rate of New Energy Distribution Network Based on RNN-RBM Model
In order to improve the prediction effect of new energy distribution line loss,the automatic prediction method of new energy distribution line loss rate based on RNN-RBM model is proposed.First,the collected line loss data is prepro-cessed,and then RNN-RBM theory is introduced to construct the line loss rate prediction model.Finally,the data of ac-tive power,distribution line length,total capacity and reactive power of transformer are input into the line loss rate pre-diction model to realize the automatic prediction of line loss rate of new energy distribution network.The experimental re-sults show that the line loss rate predicted by this method is small and has good prediction effect.
line loss rate predictionpower systemnew energydistribution networkRNN-RBM model
万方数据
维普
