基于长短期记忆神经网络的检修态电网低频振荡风险预测方法
付红军, 朱劭璇, 王步华, 谢岩, 熊浩清, 唐晓骏, 杜晓勇, 李程昊, 李晓萌

Risk Prediction Method of Low Frequency Oscillation in Maintenance Power Network Based on Long Short Term Memory Neural Network
Hongjun FU, Shaoxuan ZHU, Buhua WANG, Yan XIE, Haoqing XIONG, Xiaojun TANG, Xiaoyong DU, Chenghao LI, Xiaomeng LI
表1 不同预测方法结果统计
Tab. 1 Result statistics of different prediction methods
预测方法预测正确组数正确率平均预测误差

LSTM

CNN

43

39

86%

78%

0.14

0.26