Active learning-based machine learning approach for enhancing environmental sustainability in green building energy consumption

Active learning-based machine learning approach for enhancing environmental sustainability in green building energy consumption

Abstract Green building (GB) techniques are essential for reducing energy waste in the construction sector, which accounts for almost 40% of global energy consumption. Despite their importance, challenges such as occupant behavior and energy management gaps often result in GBs consuming up to 2.5 ti...

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Bibliographic Details
Main Authors: Shahid Mahmood, Huaping Sun, Amel Ali Alhussan, Asifa Iqbal, El-Sayed M. El-kenawy
Format: Article
Language:English
Published: Nature Portfolio 2024-08-01
Series:Scientific Reports
Subjects:
Artificial intelligence
Energy consumption
Environmental sustainability
Green building
Machine learning
Online Access:https://doi.org/10.1038/s41598-024-70729-4

Internet

https://doi.org/10.1038/s41598-024-70729-4

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