Energies (Jan 2024)

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

  • Seyed Morteza Moghimi,
  • Thomas Aaron Gulliver,
  • Ilamparithi Thirumai Chelvan

DOI
https://doi.org/10.3390/en17030555
Journal volume & issue
Vol. 17, no. 3
p. 555

Abstract

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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.

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