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Energy Management in Modern Buildings Based on Demand Prediction and Machine Learning—A Review.

Authors :
Moghimi, Seyed Morteza
Gulliver, Thomas Aaron
Thirumai Chelvan, Ilamparithi
Source :
Energies (19961073); Feb2024, Vol. 17 Issue 3, p555, 20p
Publication Year :
2024

Abstract

Increasing building energy consumption has led to environmental and economic issues. Energy demand prediction (DP) aims to reduce energy use. Machine learning (ML) methods have been used to improve building energy consumption, but not all have performed well in terms of accuracy and efficiency. In this paper, these methods are examined and evaluated for modern building (MB) DP. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19961073
Volume :
17
Issue :
3
Database :
Complementary Index
Journal :
Energies (19961073)
Publication Type :
Academic Journal
Accession number :
175371904
Full Text :
https://doi.org/10.3390/en17030555