Experiences with IoT and AI in a smart campus for optimizing classroom usage

T Sutjarittham, HH Gharakheili… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
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 …

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 …

Energy saving estimation for plug and lighting load using occupancy analysis

P Anand, D Cheong, C Sekhar, M Santamouris… - Renewable Energy, 2019 - Elsevier
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 …

RGB color sensors for occupant detection: An alternative to PIR sensors

TK Woodstock, RF Karlicek - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
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 …

RUP: Large Room Utilisation Prediction with carbon dioxide sensor

IB Arief-Ang, M Hamilton, FD Salim - Pervasive and Mobile Computing, 2018 - Elsevier
Human occupancy information is crucial for any modern Building Management System
(BMS). Implementing pervasive sensing and leveraging Carbon Dioxide data from BMS …

Data-driven monitoring and optimization of classroom usage in a smart campus

T Sutjarittham, HH Gharakheili… - 2018 17th ACM/IEEE …, 2018 - ieeexplore.ieee.org
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 …

Behavioral modeling based on cloud computing and target user recommendation for English cloud classroom

L Xiong, M Li - Microprocessors and Microsystems, 2021 - Elsevier
The English cloud classroom learning system provides a simple and effective way to access
cloud-based training and learning materials. Student records based on behavioral modeling …

Cod: a dataset of commercial building occupancy traces

KS Liu, E Vindel, S Munir, J Francis, C Shelton… - Proceedings of the 4th …, 2017 - dl.acm.org
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 …

Dataset: Occupancy detection, tracking, and estimation using a vertically mounted depth sensor

F Flores, S Munir, M Quintana, AK Prakash… - Proceedings of the 2nd …, 2019 - dl.acm.org
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 …

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 …