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.
关键词
线损率预测/电力系统/新能源/配网/RNN-RBM模型
Key words
line loss rate prediction/power system/new energy/distribution network/RNN-RBM model
维普
万方数据