An Ensemble Learning Approach for Accurate Energy Load Prediction in Residential Buildings

An Ensemble Learning Approach for Accurate Energy Load Prediction in Residential Buildings

Reducing energy loads while maintaining the degree of hotness and coldness plays an essential role in designing energy-efficient buildings. Some previous methods have been proposed for predicting building energy loads using traditional machine learning methods. However, these traditional methods suf...

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Bibliographic Details
Main Authors: Mabrook Al-Rakhami, Abdu Gumaei, Ahmed Alsanad, Atif Alamri, Mohammad Mehedi Hassan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Building energy loads
residential buildings
prediction
ensemble learning
extreme gradient boosting
Online Access:https://ieeexplore.ieee.org/document/8681508/

Internet

https://ieeexplore.ieee.org/document/8681508/

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