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[HTML][HTML] Building energy metering and environmental monitoring–A state-of-the-art review and directions for future research
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 …
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
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] Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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 …
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
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 …
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 …
environmental impact. Energy savings can be achieved in A variety of ways, including …