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The use of statistical and machine learning tools to accurately quantify the energy performance of residential buildings 期刊论文
发表期刊: PEERJ COMPUTER SCIENCE. 出版年: 2022, 卷号: 8
作者:  Ibrahim, Dina M.;  Almhafdy, Abdulbasit;  Al-Shargabi, Amal A.;  Alghieth, Manal;  Elragi, Ahmed;  Chiclana, Francisco
收藏  |  浏览/下载：25/0  |  提交时间：2022/03/17
Buildings characteristics  Cooling load  Heating load  Energy consumption  Statistical analysis  
Tuning Deep Neural Networks for Predicting Energy Consumption in Arid Climate Based on Buildings Characteristics 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 22
作者:  Al-Shargabi, Amal A.;  Almhafdy, Abdulbasit;  Ibrahim, Dina M.;  Alghieth, Manal;  Chiclana, Francisco
收藏  |  浏览/下载：9/0  |  提交时间：2022/02/12
building characteristics  deep neural networks  hyper-parameter tuning  prediction models  energy consumption  heating and cooling loads