Predicting the PCM-incorporated building's performance using optimized linear kernel and tree-based machine learning methods

K Nazir, SA Memon, A Saurbayeva - Journal of Energy Storage, 2024 - Elsevier
The devising of a precise machine learning-based energy consumption prediction model
holds significant importance for taking effective decisions during the early stages of phase …

Application of ISO/DIS 52016-3 for Dynamic Shadings in an Office Building

A Norouziasas, R Rahif, MHH Mohamed, S Attia - 2023 - ntnuopen.ntnu.no
Adaptive building envelope technologies can improve buildings' energy efficiency while
maintaining a comfortable indoor environment. However, with the growing trend of …