[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 …
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 …
Towards mobility data science (vision paper)
Mobility data captures the locations of moving objects such as humans, animals, and cars.
With the availability of GPS-equipped mobile devices and other inexpensive location …
With the availability of GPS-equipped mobile devices and other inexpensive location …
Prediction of window opening behavior and its impact on HVAC energy consumption at a residential dormitory using Deep Neural Network
Abstract Individuals globally spend about 88–92% of their entire time in the indoor
environment. The implementation of regularly scheduled systems operation is common in …
environment. The implementation of regularly scheduled systems operation is common in …
[HTML][HTML] Enhancing energy efficiency and comfort with a multi-domain approach: Development of a novel human thermoregulatory model for occupant-centric control
Abstract Occupant Centric Control (OCC) strategies aims to achieve a more personalized
and comfortable indoor environment, translating occupants' comfort requirements into real …
and comfortable indoor environment, translating occupants' comfort requirements into real …
Occupant behavior, thermal environment, and appliance electricity use of a single-family apartment in china
C Wang, X Li, W Sun, J An, S Gao - Scientific Data, 2024 - nature.com
The household is the basic unit of a residential community or building. High-resolution, long-
term open data are necessary to help study residential electricity consumption, smart home …
term open data are necessary to help study residential electricity consumption, smart home …
Predictive modelling of multi-domain factors on window, door, and fan status in naturally ventilated school classrooms
Most studies regarding the investigation of occupant behaviour (OB) in school classrooms
addressed the environmental influence on window operation solely and were conducted in …
addressed the environmental influence on window operation solely and were conducted in …
Occupant-centric HVAC and window control: A reinforcement learning model for enhancing indoor thermal comfort and energy efficiency
X Liu, Z Gou - Building and Environment, 2024 - Elsevier
Occupant behavior plays a crucial role in enhancing indoor thermal comfort and achieving
energy efficiency by influencing the operational modes of Heating, Ventilation, and Air …
energy efficiency by influencing the operational modes of Heating, Ventilation, and Air …
ROBOD, room-level occupancy and building operation dataset
The availability of the building's operation data and occupancy information has been crucial
to support the evaluation of existing models and development of new data-driven …
to support the evaluation of existing models and development of new data-driven …
[HTML][HTML] Enhancing real-time nonintrusive occupancy estimation in buildings via knowledge fusion network
C Lu - Energy and Buildings, 2024 - Elsevier
Real-time nonintrusive occupancy estimation can maximize the use of existing sensors to
infer occupant information in buildings with the advantages of fewer privacy concerns and …
infer occupant information in buildings with the advantages of fewer privacy concerns and …