A review on the current usage of machine learning tools for daylighting design and control

J Ngarambe, I Adilkhanova, B Uwiragiye… - Building and …, 2022 - Elsevier
Proper use of daylighting improves visual and thermal comfort in indoor environments and
minimizes dependency on artificial lighting, saving substantial amounts of energy …

Deep neural network approach for annual luminance simulations

Y Liu, A Colburn, M Inanici - Journal of Building Performance …, 2020 - Taylor & Francis
Annual luminance maps provide meaningful evaluations for occupants' visual comfort and
perception. This paper presents a novel data-driven approach for predicting annual …