A review and reflection on open datasets of city-level building energy use and their applications
Data related to building energy use fuels the research and applications on building energy
efficiency, which is an essential measure to address global energy and environmental …
efficiency, which is an essential measure to address global energy and environmental …
Review on occupancy detection and prediction in building simulation
Y Ding, S Han, Z Tian, J Yao, W Chen, Q Zhang - Building Simulation, 2022 - Springer
Energy simulation results for buildings have significantly deviated from actual consumption
because of the uncertainty and randomness of occupant behavior. Such differences are …
because of the uncertainty and randomness of occupant behavior. Such differences are …
Interpretable building energy consumption forecasting using spectral clustering algorithm and temporal fusion transformers architecture
Accurate building energy consumption forecasting is crucial for developing efficient building
energy management systems, improving energy efficiency, and local building energy …
energy management systems, improving energy efficiency, and local building energy …
Occupant-centric urban building energy modeling: Approaches, inputs, and data sources-A review
Occupant-related inputs are significant parameters that influence energy simulation
accuracy at both the building and urban levels. In most previous research works, fixed …
accuracy at both the building and urban levels. In most previous research works, fixed …
A review of occupant behaviour in residential buildings
BF Balvedi, E Ghisi, R Lamberts - Energy and Buildings, 2018 - Elsevier
Occupant behaviour has a direct impact on building energy consumption. A better
understanding of human-building interactions enables to describe with higher accuracy the …
understanding of human-building interactions enables to describe with higher accuracy the …
Advances in the research of building energy saving
Effectively controlling and reducing the energy consumption of buildings is the global focus.
A considerable variety of research on building energy saving (BES) had been raised in the …
A considerable variety of research on building energy saving (BES) had been raised in the …
[HTML][HTML] Indoor environmental quality related risk factors with energy-efficient retrofitting of housing: A literature review
There are indications that energy-retrofitted buildings can create risks for indoor
environmental quality (IEQ) and therefore for health and comfort of occupants. A review was …
environmental quality (IEQ) and therefore for health and comfort of occupants. A review was …
[HTML][HTML] Federated-WDCGAN: A federated smart meter data sharing framework for privacy preservation
Energy consumption data are crucial for various smart energy management applications,
such as demand forecasting, customer segmentation, and energy efficiency analysis …
such as demand forecasting, customer segmentation, and energy efficiency analysis …
[HTML][HTML] Energy data generation with wasserstein deep convolutional generative adversarial networks
Residential energy consumption data and related sociodemographic information are critical
for energy demand management, including providing personalized services, ensuring …
for energy demand management, including providing personalized services, ensuring …
Energy prediction techniques for large-scale buildings towards a sustainable built environment: A review
AAA Gassar, SH Cha - Energy and Buildings, 2020 - Elsevier
Building energy prediction techniques are the primary tool for moving towards sustainable
built environments. Energy prediction models play irreplaceable roles in making energy …
built environments. Energy prediction models play irreplaceable roles in making energy …