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Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques
Building operations represent a significant percentage of the total primary energy consumed
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
[HTML][HTML] An overview of machine learning applications for smart buildings
The efficiency, flexibility, and resilience of building-integrated energy systems are
challenged by unpredicted changes in operational environments due to climate change and …
challenged by unpredicted changes in operational environments due to climate change and …
Smart buildings features and key performance indicators: A review
Abstract The concept of Smart Buildings was introduced by the Energy Performance
Building Directive, with the aim to promote energy flexibility, renewable energy production …
Building Directive, with the aim to promote energy flexibility, renewable energy production …
A systematic review of personal thermal comfort models
Personal comfort models have shown to predict specific thermal comfort requirements more
accurately than aggregate models, increasing occupant acceptability and associated energy …
accurately than aggregate models, increasing occupant acceptability and associated energy …
Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation
Despite the fact that buildings are designed for occupants in principle, evidence suggests
buildings are often uncomfortable compared to the requirements of standards; difficult to …
buildings are often uncomfortable compared to the requirements of standards; difficult to …
Computer vision to advance the sensing and control of built environment towards occupant-centric sustainable development: A critical review
As urban development progresses, the built environment control has faced more critical
challenges in improving energy efficiency, air quality, and environmental comfort. Occupant …
challenges in improving energy efficiency, air quality, and environmental comfort. Occupant …
Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning
A personal comfort model is a new approach to thermal comfort modeling that predicts
individuals' thermal comfort responses, instead of the average response of a large …
individuals' thermal comfort responses, instead of the average response of a large …
[HTML][HTML] Artificial intelligence enabled energy-efficient heating, ventilation and air conditioning system: Design, analysis and necessary hardware upgrades
D Lee, ST Lee - Applied Thermal Engineering, 2023 - Elsevier
Literature search across different databases showed that the application of artificial
intelligence (AI) in heating, ventilation and air conditioning (HVAC) equipment has been …
intelligence (AI) in heating, ventilation and air conditioning (HVAC) equipment has been …
[HTML][HTML] Impact of indoor environmental quality on occupant well-being and comfort: A review of the literature
Indoor environmental quality (IEQ) and its effect on occupant well-being and comfort is an
important area of study. This paper presents a state of the art study through extensive review …
important area of study. This paper presents a state of the art study through extensive review …
Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions
Heating, ventilation, and air-conditioning (HVAC) systems account for almost half of the
energy consumption in buildings. By benefiting from advancements in information and …
energy consumption in buildings. By benefiting from advancements in information and …