[HTML][HTML] Building energy metering and environmental monitoring–A state-of-the-art review and directions for future research

MW Ahmad, M Mourshed, D Mundow, M Sisinni… - Energy and …, 2016 - Elsevier
Buildings are responsible for 40% of global energy use and contribute towards 30% of the
total CO 2 emissions. The drive to reduce energy consumption and associated greenhouse …

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 …

[HTML][HTML] Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

MW Ahmad, M Mourshed, Y Rezgui - Energy and buildings, 2017 - Elsevier
Energy prediction models are used in buildings as a performance evaluation engine in
advanced control and optimisation, and in making informed decisions by facility managers …

Energy savings and daylighting evaluation of dynamic venetian blinds and lighting through full-scale experimental testing

N Kunwar, KS Cetin, U Passe, X Zhou, Y Li - Energy, 2020 - Elsevier
Commercial buildings consume around 20% of the total energy utilized in the US The use of
shading devices in buildings has the potential to reduce building energy consumption while …

Random forests and artificial neural network for predicting daylight illuminance and energy consumption

M Ahmad, JL Hippolyte, M Mourshed, Y Rezgui - 2017 - orca.cardiff.ac.uk
Predicting energy consumption and daylight illuminance plays an important part in building
lighting control strategies. The use of simplified or data-driven methods is often preferred …

Dynamic shading in buildings: a review of testing methods and recent research findings

N Kunwar, KS Cetin, U Passe - Current Sustainable/Renewable Energy …, 2018 - Springer
Abstract Purpose of Review The use of dynamically operated shading has been shown to
provide energy savings and occupant visual and thermal comfort needs. As the literature in …

Develo** a decision-making framework for resolving conflicts when selecting windows and blinds

E Jalilzadehazhari, P Johansson… - Architectural …, 2019 - Taylor & Francis
Windows and blinds play a significant role in both sha** energy consumption and
enhancing indoor comfort. But there are still difficulties with selecting windows and blinds …

A novel blinds control approach based on dynamic radiance and solar radiation energy prediction

J Li, X Zeng - Building Services Engineering Research & …, 2024 - journals.sagepub.com
Automatic shading devices are widely employed in office buildings to enhance daylight
comfort and reduce electricity consumption. However, conventional blinds control methods …

Exploring Simulation Workflows, Tools, and Metrics for Beyond-Vision Effects in Multi-Objective Optimization: A Sco** Review

A Tabbah, MBC Aries, A Moscati… - IOP Conference Series …, 2024 - iopscience.iop.org
Lighting in the built environment affects different aspects, ranging from building performance
in terms of costs and energy consumption to human well-being in terms of thermal comfort …

A fuzzy logic controller controls a smart lighting system for energy savings

R Jabeur, N Ouaaline, A Lakrim - 2021 9th International …, 2021 - ieeexplore.ieee.org
Commercial buildings require a significant quantity of energy which has a direct
environmental impact. Energy savings can be achieved in A variety of ways, including …