State of the art review on the HVAC occupant-centric control in different commercial buildings
Heating ventilation and air conditioning (HVAC) systems control that takes occupant
information into account is called HVAC occupant-centric control (OCC), which strikes better …
information into account is called HVAC occupant-centric control (OCC), which strikes better …
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 …
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 …
A comprehensive review of approaches to building occupancy detection
Detailed occupancy information in buildings is useful to improve the performance of energy
management systems in order to enable energy consumption savings and maintain …
management systems in order to enable energy consumption savings and maintain …
A methodology based on Hidden Markov Models for occupancy detection and a case study in a low energy residential building
LM Candanedo, V Feldheim, D Deramaix - Energy and Buildings, 2017 - Elsevier
This paper presents and evaluates a simple methodology based on Hidden Markov models
for the problem of unsupervised occupancy detection using the open source program R. The …
for the problem of unsupervised occupancy detection using the open source program R. The …
A framework to identify key occupancy indicators for optimizing building operation using WiFi connection count data
Adapting building systems' operation to occupancy variations can provide significant energy
savings, but this is typically constrained by the unavailability of occupancy information …
savings, but this is typically constrained by the unavailability of occupancy information …
Occupancy states forecasting with a hidden Markov model for incomplete data, exploiting daily periodicity
OA Kabbaj, LM Péan, JB Masson, B Marhic… - Energy and …, 2023 - Elsevier
To automatize HVAC energy savings in buildings, it is useful to forecast the occupants'
behaviour. This article deals with such a forecasting problem by exploiting the daily …
behaviour. This article deals with such a forecasting problem by exploiting the daily …
[HTML][HTML] Enhancing real-time nonintrusive occupancy estimation in buildings via knowledge fusion network
C Lu - Energy and Buildings, 2024 - Elsevier
Real-time nonintrusive occupancy estimation can maximize the use of existing sensors to
infer occupant information in buildings with the advantages of fewer privacy concerns and …
infer occupant information in buildings with the advantages of fewer privacy concerns and …
Resident behavior detection model for environment responsive demand response
Due to emerging environmental problems from fossil fuel usage and increasing renewable
energy resources in microgrids, the need of demand response (DR) is intensified to stabilize …
energy resources in microgrids, the need of demand response (DR) is intensified to stabilize …
[HTML][HTML] Occupancy estimation with environmental sensors: the possibilities and limitations
Occupancy detection and estimation in buildings paves the way to improve the utilization of
lighting and HVAC systems, induce energy savings and enhance the well-being of the …
lighting and HVAC systems, induce energy savings and enhance the well-being of the …