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A review of machine learning in building load prediction
The surge of machine learning and increasing data accessibility in buildings provide great
opportunities for applying machine learning to building energy system modeling and …
opportunities for applying machine learning to building energy system modeling and …
Building occupancy estimation and detection: A review
Building occupancy is of great importance for energy efficient control of buildings. A large
number of works have been developed for the estimation and detection of building …
number of works have been developed for the estimation and detection of building …
Metafi++: Wifi-enabled transformer-based human pose estimation for metaverse avatar simulation
In the metaverse, digital avatar plays an important role in representing human beings for
various interaction with virtual objects and environments, which puts a high demand on …
various interaction with virtual objects and environments, which puts a high demand on …
A review of building occupancy measurement systems
The human dimension information is crucial for efficient building energy saving, health and
productivity, comfort conditions and security management. A great number of studies have …
productivity, comfort conditions and security management. A great number of studies have …
A novel occupant-centric stratum ventilation system using computer vision: Occupant detection, thermal comfort, air quality, and energy savings
Traditional ventilation and air conditioning systems typically operate on a predetermined
schedule with fixed operating parameters. Occupant-centric control (OCC) strategies have …
schedule with fixed operating parameters. Occupant-centric control (OCC) strategies have …
Device-free occupancy detection and crowd counting in smart buildings with WiFi-enabled IoT
Precise occupancy information is extremely valuable for energy savings and optimization in
the built environment. Building management systems (BMSs) can automatically turn off the …
the built environment. Building management systems (BMSs) can automatically turn off the …
SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing
Over the recent years, WiFi sensing has been rapidly developed for privacy-preserving,
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
Device-free occupant activity sensing using WiFi-enabled IoT devices for smart homes
Intelligent occupancy sensing is becoming a vital underpinning for various emerging
applications in smart homes, such as security surveillance and human behavior analysis …
applications in smart homes, such as security surveillance and human behavior analysis …
WinLight: A WiFi-based occupancy-driven lighting control system for smart building
Artificial lighting accounts for a significant proportion (19%) of energy consumption in
building environments. This large contribution calls for the creation of energy-efficient …
building environments. This large contribution calls for the creation of energy-efficient …
A review of occupancy-based building energy and IEQ controls and its future post-COVID
Occupancy schedules and density can have a substantial influence on building plug,
lighting, and air conditioning energy usage. In recent years, the study related to occupancy …
lighting, and air conditioning energy usage. In recent years, the study related to occupancy …