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 …
minimizes dependency on artificial lighting, saving substantial amounts of energy …
[HTML][HTML] Virtual reality and machine learning for predicting visual attention in a daylit exhibition space: A proof of concept
Lighting features act as driving forces that control visual attention and perception. VR can
analyse the relationship between human behavior and environment stimuli, while machine …
analyse the relationship between human behavior and environment stimuli, while machine …
Conceptual framework for daylighting and facade design in museums and exhibition spaces
Limited attention has been paid to daylight performance concerning layout design and
human perception of luminance environments in museums. Assessments are focused on the …
human perception of luminance environments in museums. Assessments are focused on the …
Machine Learning Framework for developing glare predictive models
Although in the last decade many indices and metrics have been developed to predict glare
in the built environment, there is a lack of consensus-based glare metrics that could …
in the built environment, there is a lack of consensus-based glare metrics that could …
Machine learning in glare analysis: A new framework for glare prediction in open-plan offices
Accurate glare prediction is a challenging task due to its subjective nature, as occupants'
sensitivity to visual discomfort may differ under the same conditions depending on the …
sensitivity to visual discomfort may differ under the same conditions depending on the …
[PDF][PDF] Machine Learning in Glare Analysis
A WAGDY, V GARCIA-HANSEN, M ELHENAWY… - researchgate.net
Accurate glare prediction is a challenging task due to its subjective nature, as occupants'
sensitivity to visual discomfort may differ under the same conditions depending on the …
sensitivity to visual discomfort may differ under the same conditions depending on the …