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Building occupancy forecasting: A systematical and critical review
Indoor environment construction for occupants has high energy consumption; as such,
occupancy plays a noteworthy role in the complete life cycle phase of buildings, including …
occupancy plays a noteworthy role in the complete life cycle phase of buildings, including …
Intelligent management systems for energy efficiency in buildings: A survey
In recent years, reduction of energy consumption in buildings has increasingly gained
interest among researchers mainly due to practical reasons, such as economic advantages …
interest among researchers mainly due to practical reasons, such as economic advantages …
Modeling energy consumption in residential buildings: A bottom-up analysis based on occupant behavior pattern clustering and stochastic simulation
In residential buildings, occupant behavior and occupancy status have a significant impact
on energy consumption variation. Although the American Society of Heating, Refrigerating …
on energy consumption variation. Although the American Society of Heating, Refrigerating …
[HTML][HTML] Analysis of similarity measures in times series clustering for the discovery of building energy patterns
Forecasting and modeling building energy profiles require tools able to discover patterns
within large amounts of collected information. Clustering is the main technique used to …
within large amounts of collected information. Clustering is the main technique used to …
Data fusion in predicting internal heat gains for office buildings through a deep learning approach
Abstract Heating, Ventilation, and Air Conditioning (HVAC) is a major energy consumer in
buildings. The predictive control has demonstrated a potential to reduce HVAC energy use …
buildings. The predictive control has demonstrated a potential to reduce HVAC energy use …
Predicting household occupancy for smart heating control: A comparative performance analysis of state-of-the-art approaches
This paper provides a comparative study of state-of-the-art means of predicting occupancy
for smart heating control applications. We focus on approaches that predict the occupancy …
for smart heating control applications. We focus on approaches that predict the occupancy …
Typical occupancy profiles and behaviors in residential buildings in the United States
The energy performance of a residential building is highly dependent on occupant's
presence or non-presence in a building and their interactions with energy-consuming …
presence or non-presence in a building and their interactions with energy-consuming …
Forecasting building occupancy: A temporal-sequential analysis and machine learning integrated approach
Building occupancy is the basis for building energy simulations, operations, and
management. With the increasing need for energy conservation and the occupant-centric …
management. With the increasing need for energy conservation and the occupant-centric …
Application of mobile positioning occupancy data for building energy simulation: An engineering case study
Occupancy data is a critical input parameter for building energy simulation since it has a big
impact on the precision and accuracy of building energy model performance. However …
impact on the precision and accuracy of building energy model performance. However …
Design for reduced resource consumption during the use phase of products
Much work on sustainable design has focused on product manufacture/assembly and end of
life. Gains in products' technical efficiency address the use phase, but how these products …
life. Gains in products' technical efficiency address the use phase, but how these products …