[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 …
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 …
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 …
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 …
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 …
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 …
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 …
[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 …
Review on occupant-centric thermal comfort sensing, predicting, and controlling
Ensuring occupants' thermal comfort and work performance is one of the primary objectives
for building environment conditioning systems. In recent years, there emerged many …
for building environment conditioning systems. In recent years, there emerged many …