Intelligent Modelling Techniques for Enhanced Thermal Comfort and Energy Optimisation in Residential Buildings

This study examines the utilisation of sophisticated predictive methodologies to enhance the energy efficiency and comfort of residential structures. The ASHRAE Global Thermal Comfort Database II was employed to construct and evaluate machine learning models that were designed to predict thermal com...

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Bibliographic Details

Published in:	Energies
Main Authors:	Shamaila Iram, Hafiz Muhammad Athar Farid, Abduljelil Adeola Akande, Hafiz Muhammad Shakeel
Format:	Article
Language:	English
Published:	MDPI AG 2025-07-01
Subjects:	energy efficiency residential buildings feature selection energy performance dimensionality reduction building features
Online Access:	https://www.mdpi.com/1996-1073/18/14/3878