基于CNN-RNN组合模型的办公建筑能耗预测

曾国治, 魏子清, 岳宝, 丁云霄, 郑春元, 翟晓强

Energy Consumption Prediction of Office Buildings Based on CNN-RNN Combined Model

ZENG Guozhi, WEI Ziqing, YUE Bao, DING Yunxiao, ZHENG Chunyuan, ZHAI Xiaoqiang

表3 3种模型计算效率

Tab.3 Calculation efficiency of three models

模型 可训练参数 训练时间/s SRNN 17596 1193 LSTM 65089 1745 CNN-RNN 17633 848