基于神经网络的建筑能耗混合预测模型

于军琪,杨思远,赵安军,高之坤

Hybrid prediction model of building energy consumption based on neural network

Jun-qi YU,Si-yuan YANG,An-jun ZHAO,Zhi-kun GAO

表 5 2种模型预测精度对比

Tab.5 Comparison of prediction accuracy for two models

预测模型 是否CEEMDAN分解 E RMSE E MAPE/% RBF 是 27.254 7 5.41 否 42.362 5 8.79 LSTM 是 19.392 1 3.32 否 28.745 9 5.68