El-Sayed M. El-Kenawy

Optimizing energy efficiency and occupant comfort in smart buildings using SMOTE-augmented deep learning approaches.

INTRODUCTION The architecture and construction sector is a major consumer of energy and a significant contributor to greenhouse gas emissions, emphasizing the need for intelligent, energy-efficient, and sustainable building systems. Although deep learning techniques have shown strong potential for thermal comfort predi...