A review of strategies for building energy management system: Model predictive control, demand side management, optimization, and fault detect & diagnosis
D Mariano-Hernández, L Hernández-Callejo… - Journal of Building …, 2021 - Elsevier
Building energy use is expected to grow by more than 40% in the next 20 years. Electricity
remains the largest energy source consumed by buildings, and that demand is growing. To …
remains the largest energy source consumed by buildings, and that demand is growing. To …
Personal thermal management techniques for thermal comfort and building energy saving
Personal thermal management (PTM) technologies, which establish local thermal envelope
around human body instead of cooling/heating the entire building space, have great …
around human body instead of cooling/heating the entire building space, have great …
Multi-agent deep reinforcement learning for HVAC control in commercial buildings
In commercial buildings, about 40%-50% of the total electricity consumption is attributed to
Heating, Ventilation, and Air Conditioning (HVAC) systems, which places an economic …
Heating, Ventilation, and Air Conditioning (HVAC) systems, which places an economic …
Optimal coordination of hydrogen-based integrated energy systems with combination of hydrogen and water storage
X Dong, J Wu, Z Xu, K Liu, X Guan - Applied energy, 2022 - Elsevier
With the rapid development of hydrogen production and storage technologies, it is possible
to develop a hydrogen-based integrated energy system (HIES) in demand side, which …
to develop a hydrogen-based integrated energy system (HIES) in demand side, which …
Energy-efficient personalized thermal comfort control in office buildings based on multi-agent deep reinforcement learning
In a shared office space, the percentage of occupants with satisfied thermal comfort is
typically low. The main reason is that heating, ventilation, and air conditioning (HVAC) …
typically low. The main reason is that heating, ventilation, and air conditioning (HVAC) …
Occupant satisfaction with the indoor environment in seven commercial buildings in Singapore
Understanding occupants' satisfaction with their environment is an important step to improve
indoor environmental quality (IEQ). These satisfaction data are limited to Singaporean …
indoor environmental quality (IEQ). These satisfaction data are limited to Singaporean …
A systematic review of research on personal thermal comfort using infrared technology
Personal thermal comfort studies are crucial for balancing both human comfort and building
energy savings. Thus, personal comfort models (PCMs) are expected to play a pivotal role in …
energy savings. Thus, personal comfort models (PCMs) are expected to play a pivotal role in …
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 …
Coordinating the operations of smart buildings in smart grids
With big thermal storage capacity and controllable loads such as the heating ventilation and
air conditioning systems, buildings have great potential in providing demand response …
air conditioning systems, buildings have great potential in providing demand response …
User-centered environmental control: a review of current findings on personal conditioning systems and personal comfort models
Personal conditioning systems (PCS) enable increased thermal comfort and acceptability
conditions in a wider temperature range, resulting in energy savings. Many studies analysed …
conditions in a wider temperature range, resulting in energy savings. Many studies analysed …