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 …
Analysis of similarity measures in times series clustering for the discovery of building energy patterns
F Iglesias, W Kastner - Energies, 2013 - mdpi.com
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 …