Building Energy Demand Prediction Model using Fourier Transform based Schedule Analysis Algorithm

2020 ◽  
Vol 32 (8) ◽  
pp. 386-397 ◽  
Author(s):  
Yusun Ahn ◽  
Yong-jun Lee ◽  
Eun Joo Oh ◽  
Byungseon sean Kim
Keyword(s):  
Fourier Transform ◽  
Prediction Model ◽  
Energy Demand ◽  
Building Energy ◽  
Analysis Algorithm ◽  
Demand Prediction ◽  
Energy Demand Prediction

Machine learning-based thermal response time ahead energy demand prediction for building heating systems

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Vol 221 ◽  
pp. 16-27 ◽  
Author(s):  
Yabin Guo ◽  
Jiangyu Wang ◽  
Huanxin Chen ◽  
Guannan Li ◽  
Jiangyan Liu ◽  
...  
Keyword(s):  
Machine Learning ◽  
Response Time ◽  
Energy Demand ◽  
Thermal Response ◽  
Heating Systems ◽  
Demand Prediction ◽  
Thermal Response Time ◽  
Energy Demand Prediction

426 Energy Demand Prediction of Housing Complex Using Support Vector Regression

2014 ◽  
Vol 2014.89 (0) ◽  
pp. _4-26_
Author(s):  
Takahiro KINOSHITA ◽  
Tetsuya WAKUI ◽  
Ryohei YOKOYAMA ◽  
Hiroshi IITAKA ◽  
Hirohisa AKI
Keyword(s):  
Support Vector Regression ◽  
Energy Demand ◽  
Support Vector ◽  
Demand Prediction ◽  
Housing Complex ◽  
Energy Demand Prediction

scholarly journals A novel energy demand prediction strategy for residential buildings based on ensemble learning

2019 ◽  
Vol 158 ◽  
pp. 3411-3416 ◽  
Author(s):  
Yao Huang ◽  
Yue Yuan ◽  
Huanxin Chen ◽  
Jiangyu Wang ◽  
Yabin Guo ◽  
...  
Keyword(s):  
Ensemble Learning ◽  
Energy Demand ◽  
Residential Buildings ◽  
Demand Prediction ◽  
Energy Demand Prediction ◽  
Prediction Strategy
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