Climate change impacts on educational building energy demand in Iran: A machine learning approach

Ali Maboudi Reveshti, Jamal Dabbagh, Jhila Nasiri Reveshti, Farid Hosseini Mansoub, Department of Mechanical Engineering, Faculty of Engineering, University of Maragheh, Department of Mechanical Engineering, University of Bonab, Department of Mathematics, Islamic Azad University, Department of Mechanical Engineering, Islamic Azad University

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy

Published online on July 27, 2026

Abstract

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, Ahead of Print.
This paper quantifies how future climate change may reshape heating and cooling energy demand in Iranian educational buildings using an integrated simulation–machine-learning workflow. A three-story reference lower-secondary school is located in five ...