Prediction of home energy consumption based on gradient boosting regression tree

Energy consumption prediction of buildings has drawn attention in the related literature since it is very complex and affected by various factors. Hence, a challenging work is accurately estimating the energy consumption of buildings and improving its efficiency. Therefore, effective energy manageme...

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Bibliographic Details
Main Authors: Peng Nie, Michele Roccotelli, Maria Pia Fanti, Zhengfeng Ming, Zhiwu Li
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721001049