Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions

W Jung, F Jazizadeh - Applied Energy, 2019 - Elsevier
Heating, ventilation, and air-conditioning (HVAC) systems account for almost half of the
energy consumption in buildings. By benefiting from advancements in information and …

[HTML][HTML] Sensor impacts on building and HVAC controls: A critical review for building energy performance

Y Bae, S Bhattacharya, B Cui, S Lee, Y Li… - Advances in Applied …, 2021 - Elsevier
Building operations rely heavily on control systems and sensors. This paper provides a
sophisticated literature review on sensor systems in building/HVAC systems, particularly in …

[HTML][HTML] State-of-the-art review of occupant behavior modeling and implementation in building performance simulation

O Ahmed, N Sezer, M Ouf, LL Wang… - … and Sustainable Energy …, 2023 - Elsevier
Occupant Behavior (OB) is one of the major drivers of building energy consumption.
However, OB is usually oversimplified in Building Performance Simulation (BPS), resulting …

Sentinel: occupancy based HVAC actuation using existing WiFi infrastructure within commercial buildings

B Balaji, J Xu, A Nwokafor, R Gupta… - Proceedings of the 11th …, 2013 - dl.acm.org
Commercial buildings contribute to 19% of the primary energy consumption in the US, with
HVAC systems accounting for 39.6% of this usage. To reduce HVAC energy use, prior …

IoT-based occupancy monitoring techniques for energy-efficient smart buildings

K Akkaya, I Guvenc, R Aygun, N Pala… - 2015 IEEE Wireless …, 2015 - ieeexplore.ieee.org
With the proliferation of Internet of Things (IoT) devices such as smartphones, sensors,
cameras, and RFIDs, it is possible to collect massive amount of data for localization and …

WinLight: A WiFi-based occupancy-driven lighting control system for smart building

H Zou, Y Zhou, H Jiang, SC Chien, L Xie… - Energy and Buildings, 2018 - Elsevier
Artificial lighting accounts for a significant proportion (19%) of energy consumption in
building environments. This large contribution calls for the creation of energy-efficient …

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 …

Fit-for-purpose: Measuring occupancy to support commercial building operations: A review

S Azimi, W O'Brien - Building and Environment, 2022 - Elsevier
The current trend in commercial buildings is moving towards minimizing space utilization,
efficient allocation of resources, energy efficiency, better asset management, and increasing …

Leveraging existing occupancy-related data for optimal control of commercial office buildings: A review

W Shen, G Newsham, B Gunay - Advanced Engineering Informatics, 2017 - Elsevier
A primary strategy for the energy-efficient operation of commercial office buildings is to
deliver building services, including lighting, heating, ventilating, and air conditioning …

[PDF][PDF] BlueSentinel: a first approach using iBeacon for an energy efficient occupancy detection system.

G Conte, M De Marchi, AA Nacci, V Rana, D Sciuto - BuildSys@ SenSys, 2014 - Citeseer
In the last years, the concept of smart buildings has been proposed and proved to be an
effective solution to tackle the problem of reducing the power consumption of complex (both …