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Experiences with IoT and AI in a smart campus for optimizing classroom usage
Increasing demand for university education is putting pressure on campuses to make better
use of their real-estate resources. Evidence indicates that enrollments are rising, yet …
use of their real-estate resources. Evidence indicates that enrollments are rising, yet …
A Systematic Review of Sensing Technology in Human-Building Interaction Research
W Ji, L Yang, Z Liu, S Feng - Buildings, 2023 - mdpi.com
Human-building interaction is an emerging field of study that investigates the interactions
and reciprocal impacts of humans and building systems. In this discipline, sensing …
and reciprocal impacts of humans and building systems. In this discipline, sensing …
Energy saving estimation for plug and lighting load using occupancy analysis
The gap between the actual and intended energy use for a building is often attributed to
stochastic behaviour of occupants. This study systematically investigates the relationship of …
stochastic behaviour of occupants. This study systematically investigates the relationship of …
RGB color sensors for occupant detection: An alternative to PIR sensors
RGB color sensors are examined as an economical replacement for non-lighting based
occupancy sensors such as PIR sensors and ultrasonic sensors. RGB color sensors are …
occupancy sensors such as PIR sensors and ultrasonic sensors. RGB color sensors are …
RUP: Large Room Utilisation Prediction with carbon dioxide sensor
Human occupancy information is crucial for any modern Building Management System
(BMS). Implementing pervasive sensing and leveraging Carbon Dioxide data from BMS …
(BMS). Implementing pervasive sensing and leveraging Carbon Dioxide data from BMS …
Data-driven monitoring and optimization of classroom usage in a smart campus
Student enrollments world-wide are increasing each year, while lecture attendance
continues to fall, due to diverse demands on student time and easy access to online content …
continues to fall, due to diverse demands on student time and easy access to online content …
Cod: a dataset of commercial building occupancy traces
In this poster we introduce the Commercial Occupancy Dataset (COD), a high-resolution
long-term dataset of occupancy traces in a commercial office building spanning 9 months …
long-term dataset of occupancy traces in a commercial office building spanning 9 months …
Dataset: Occupancy detection, tracking, and estimation using a vertically mounted depth sensor
Occupancy detection, tracking, and estimation has a wide range of applications including
improving building energy efficiency, safety, and security of the occupants. As depth sensors …
improving building energy efficiency, safety, and security of the occupants. As depth sensors …
Modelling and optimisation of resource usage in an IoT enabled smart campus
T Sutjarittham - arxiv preprint arxiv:2111.04085, 2021 - arxiv.org
University campuses are essentially a microcosm of a city. They comprise diverse facilities
such as residences, sport centres, lecture theatres, parking spaces, and public transport …
such as residences, sport centres, lecture theatres, parking spaces, and public transport …
iGRM: improved grey relational model and its ensembles for occupancy sensing in internet of things applications
Occupancy detection is one of the many applications of Building Automation Systems (BAS)
or Heating, Ventilation, and Air Conditioning (HVAC) control systems, especially, with the …
or Heating, Ventilation, and Air Conditioning (HVAC) control systems, especially, with the …