State of the art review on the HVAC occupant-centric control in different commercial buildings

G Huang, ST Ng, D Li, Y Zhang - Journal of Building Engineering, 2024 - Elsevier
Heating ventilation and air conditioning (HVAC) systems control that takes occupant
information into account is called HVAC occupant-centric control (OCC), which strikes better …

A systematic review and comprehensive analysis of building occupancy prediction

T Li, X Liu, G Li, X Wang, J Ma, C Xu, Q Mao - Renewable and Sustainable …, 2024 - Elsevier
Buildings account for a significant portion of the global energy consumption. Forecasting
personnel occupancy is critical for reducing energy consumption in buildings. This study …

Impact of Indoor Air Quality and Multi‐domain Factors on Human Productivity and Physiological Responses: A Comprehensive Review

Z Deng, B Dong, X Guo, J Zhang - Indoor air, 2024 - Wiley Online Library
Indoor environmental quality (IEQ) significantly impacts human health, well‐being, and
productivity. However, a comprehensive and in‐depth review of the combined effects of IAQ …

Reinforcement learning of occupant behavior model for cross-building transfer learning to various HVAC control systems

Z Deng, Q Chen - Energy and Buildings, 2021 - Elsevier
Occupant behavior plays an important role in the evaluation of building performance.
However, many contextual factors, such as occupancy, mechanical system and interior …

Future developments in geographical agent‐based models: Challenges and opportunities

A Heppenstall, A Crooks, N Malleson… - Geographical …, 2021 - Wiley Online Library
Despite reaching a point of acceptance as a research tool across the geographical and
social sciences, there remain significant methodological challenges for agent‐based …

[HTML][HTML] Energy management of smart homes over fog-based IoT architecture

M Umair, MA Cheema, B Afzal, G Shah - … Computing: Informatics and …, 2023 - Elsevier
Existing research studies on home automation systems mostly conserve energy by modeling
the occupancy of users within home. Some others apply statistical approaches on the survey …

Thermal load prediction and operation optimization of office building with a zone-level artificial neural network and rule-based control

J Hu, W Zheng, S Zhang, H Li, Z Liu, G Zhang, X Yang - Applied energy, 2021 - Elsevier
Precise and quick thermal load prediction for buildings is imperative in realizing the flexibility
of building energy systems. Operation optimization based on the prediction results can …

[HTML][HTML] Review of the building energy performance gap from simulation and building lifecycle perspectives: Magnitude, causes and solutions

Z Zheng, J Zhou, Z Jiaqin, Y Yang, F Xu… - Developments in the Built …, 2024 - Elsevier
The building energy performance gap (EPG) seriously restricts the improvement of building
energy efficiency. Currently, although many studies on EPG, it is not yet fully understood and …

Development and validation of a smart HVAC control system for multi-occupant offices by using occupants' physiological signals from wristband

Z Deng, Q Chen - Energy and Buildings, 2020 - Elsevier
Since people spend most of their time indoors, it is important to create comfortable indoor
environments for building occupants. However, unsuitable thermostat settings lead to …

Artificial neural networks applications in construction and building engineering (1991–2021): Science map** and visualization

M Marzouk, A Elhakeem, K Adel - Applied Soft Computing, 2024 - Elsevier
Artificial neural network (ANN) has acquired noticeable interest from the research
community to handle complex problems in Construction and Building engineering (CB). This …