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[HTML][HTML] State-of-the-art review of occupant behavior modeling and implementation in building performance simulation
Occupant Behavior (OB) is one of the major drivers of building energy consumption.
However, OB is usually oversimplified in Building Performance Simulation (BPS), resulting …
However, OB is usually oversimplified in Building Performance Simulation (BPS), resulting …
In situ modeling methodologies in building operation: A review
S Yoon - Building and Environment, 2023 - Elsevier
The building information and operational data generated during the building life cycle are
essential for realizing energy-efficient operation, indoor environmental quality, and …
essential for realizing energy-efficient operation, indoor environmental quality, and …
Ten questions concerning reinforcement learning for building energy management
As buildings account for approximately 40% of global energy consumption and associated
greenhouse gas emissions, their role in decarbonizing the power grid is crucial. The …
greenhouse gas emissions, their role in decarbonizing the power grid is crucial. The …
[HTML][HTML] Building electrification and carbon emissions: Integrated energy management considering the dynamics of the electricity mix and pricing
Electrification and distributed energy resources (DERs) are vital for reducing the building
sector's carbon footprint. However, conventional reactive control is insufficient in addressing …
sector's carbon footprint. However, conventional reactive control is insufficient in addressing …
PANDEMIC: Occupancy driven predictive ventilation control to minimize energy consumption and infection risk
Abstract During the SARS-CoV-2 (COVID-19) pandemic, governments around the world
have formulated policies requiring ventilation systems to operate at a higher outdoor fresh …
have formulated policies requiring ventilation systems to operate at a higher outdoor fresh …
Occupant behavior impact in buildings and the artificial intelligence-based techniques and data-driven approach solutions
B Yan, W Yang, F He, W Zeng - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior in buildings might result into gap between predicted and actual energy
use and cause indoor thermal comfort fluctuations, due to its uncertainty and …
use and cause indoor thermal comfort fluctuations, due to its uncertainty and …
Augmenting energy time-series for data-efficient imputation of missing values
This study explores the applicability of data augmentation techniques for reconstructing
missing energy time-series in limited data regimes. In particular, multiple synthetic copies of …
missing energy time-series in limited data regimes. In particular, multiple synthetic copies of …
[HTML][HTML] DMFF: Deep multimodel feature fusion for building occupancy detection
K Sun - Building and Environment, 2024 - Elsevier
Abstract The 2022 Global Status Report for Buildings and Construction (Buildings-GSR)
indicates that construction activities have returned to pre-pandemic levels in most major …
indicates that construction activities have returned to pre-pandemic levels in most major …
[HTML][HTML] Occupant-oriented demand response with multi-zone thermal building control
In future energy systems with high shares of renewable energy sources, the electricity
demand of buildings has to react to the fluctuating electricity generation in view of stability …
demand of buildings has to react to the fluctuating electricity generation in view of stability …
[HTML][HTML] Analysis of window opening in arctic community housing and development of data-driven models
A Cavalerie, L Gosselin - Building and Environment, 2024 - Elsevier
Achieving low-energy, comfortable buildings in remote Arctic regions like Nunavik, Canada,
presents multiple challenges due to high heating demand and limited energy supply …
presents multiple challenges due to high heating demand and limited energy supply …