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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：48/0  |  提交时间：2022/03/17
Buildings characteristics  Cooling load  Heating load  Energy consumption  Statistical analysis  
Indoor Thermal Assessment of Medium-Cost House in Arid Climate 会议论文
会议名称: 5th ABAR International Conference on Quality of Life (AQoL). 会议地点: Langkawi, MALAYSIA. 会议日期: DEC 15-16, 2021
作者:  Almhafdy, Abdulbasit
收藏  |  浏览/下载：43/0  |  提交时间：2022/03/18
Indoor house  Arid climate  Air temperature  spatial design  
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：27/0  |  提交时间：2022/02/12
building characteristics  deep neural networks  hyper-parameter tuning  prediction models  energy consumption  heating and cooling loads  
Review on the Effect of Wall Envelope on the Thermal Performance in the Arid Climate Buildings 会议论文
会议名称: 2nd AMERABRA International Virtual Conference on Environment-Bahaviour Studies (AIVCE-BS). 会议地点: Univ Teknologi MARA, FSPU, Ctr Environm Behav Studies, ELECTR NETWORK. 会议日期: DEC 02-03, 2020
作者:  Alsaqabi, Yazeed;  Almhafdy, Abdulbasit Ali;  Ali, Ahmed AbdelMonteleb M.
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
Wall Envelope  Orientation  Thermal Performance  Insulation Thickness