Results 91 to 100 of about 5,939,383 (246)

Machine Learning for Daylight Performance Prediction

Applied Sciences
Machine learning methods are increasingly applied in daylight performance assessment due to their ability to model complex nonlinear relationships within large datasets while offering substantially faster predictions than conventional simulation ...
Zeynep Keskin Tang, Ilker Karadag
doaj   +1 more source

High-resolution data-driven models of Daylight Redirection Components

Journal of Facade Design and Engineering, 2017
Daylight Redirecting Components (DRCs) guide daylight to zones with insufficient daylight exposure. They reduce energy demand for lighting, heating and cooling, and improve visual and thermal comfort. The data-driven model in Radiance is a means to model
Lars Oliver Grobe, Stephen Wittkopf, Zehra Tugce Kazanasmaz   +2 more
doaj   +1 more source

History and development of validation with the ESP-r simulation program [PDF]

, 2008
It is well recognised that validation of dynamic building simulation programs is a long-term complex task. There have been many large national and international efforts that have led to a well-established validation methodology comprising analytical ...
Ben-Nakhi, Bloomfield, G. Kokogiannakis, Haddad, I.A. Macdonald, P.A. Strachan, Strachan   +6 more
core   +1 more source

Integrating Digital Twins with BIM for Enhanced Building Control Strategies: A Systematic Literature Review Focusing on Daylight and Artificial Lighting Systems

Buildings
In the architecture, engineering, and construction industries, the integration of Building Information Modeling (BIM) has become instrumental in shaping the design and commissioning of smart buildings.
M. Hauer, S. Hammes, Philipp Zech, D. Geisler-Moroder, D. Plörer, Josef Miller, Vincent van Karsbergen, Rainer Pfluger   +7 more
semanticscholar   +1 more source

Effects of Urban Obstructions on Spatial Daylight Autonomy (sDA) and Daylight Glare Probability (DGP) in Tropical Mid-rise Housings

Journal of Daylighting
The limited research on obstruction-driven daylight reduction continues to hinder efforts to optimize natural daylight in compact mid-rise residential buildings.
Meenatchi Sundaram A, Jyoti Luthra
doaj   +1 more source

Analysis of Daylight Control in a Chateau Interior

Buildings, 2018
Assessment of daylighting in the residential hall of a historical chateau is presented. The evaluation is based on both the daylight measurement and simulations. Illuminance levels in the interior were controlled in accordance with requirements for light
Jitka Mohelníková, Denis Míček, Skarleta Floreková, Alena Selucká, Martin Dvořák   +4 more
doaj   +1 more source

Comparison of chemical clustering methods using graph- and fingerprint-based similarity measures [PDF]

, 2003
This paper compares several published methods for clustering chemical structures, using both graph- and fingerprint-based similarity measures. The clusterings from each method were compared to determine the degree of cluster overlap. Each method was also
Blankley, C.J., Raymond, J.W., Willett, P.   +2 more
core   +1 more source

Quantitative Investigation Through Climate-based Daylight Metrics of Visual Comfort Due to Colorful Glass and Orosi Windows in Iranian Architecture

Journal of Daylighting, 2018
There are several alternatives to passive strategies in the early stages of the design process including orientation, window to wall ratio, shading device, material and colour that affect occupants’ visual comfort.
Seyed Morteza Hosseini, Masi Mohammadi, Alexander Rosemann, Torsten Schröder   +3 more
doaj   +1 more source

Integrated simulation for (sustainable) building design : state-of-the-art illustration [PDF]

, 2001
Many buildings are still constructed or remodelled without consideration of energy conserving strategies or other sustainability aspects. To provide substantial improvements in energy consumption and comfort levels, there is a need to treat buildings as ...
Clarke, J.A., Hensen, J. L. M.
core  

A novel experimental approach to achieve optical properties of algae panels improving visual-thermal comfort in office buildings

Solar Compass
This research paper explores how microalgae photobioreactor panels (PBR) impact daylight performance and visual comfort in office buildings. It merges experimental testing and computational simulation to investigate the effects of spirulina platensis ...
Fatemeh Delkhosh, Mohammadjavad Mahdavinejad, Ali Goharian, Christian Hepf, Thomas Auer   +4 more
doaj   +1 more source