State of the art review on the HVAC occupant-centric control in different commercial buildings

G Huang, ST Ng, D Li, Y Zhang - Journal of Building Engineering, 2024 - Elsevier
Heating ventilation and air conditioning (HVAC) systems control that takes occupant
information into account is called HVAC occupant-centric control (OCC), which strikes better …

Clustering and motif identification for occupancy-centric control of an air handling unit

BW Hobson, HB Gunay, A Ashouri, GR Newsham - Energy and Buildings, 2020 - Elsevier
Commercial and institutional buildings often operate at a fraction of their full occupancy, yet
ventilation is frequently provided assuming maximum occupancy during working hours …

Low carbon operation optimisation strategies for heating, ventilation and air conditioning systems in office buildings

M Shen, B Tang, K Zhang - International Journal of Production …, 2024 - Taylor & Francis
Heating, ventilation, and air conditioning (HVAC) systems play a crucial role in production
environments. Optimising the control strategy of an HVAC system is an effective approach to …

Impact of the pre-simulation process of occupant behaviour modelling for residential energy demand simulations

Y Li, Y Yamaguchi, Y Shimoda - Journal of Building Performance …, 2022 - Taylor & Francis
Occupant behaviour models play an important role in building energy demand modelling.
Useful simulation algorithms have been developed in previous studies; however, the pre …

[HTML][HTML] Enhanced Multi-Horizon Occupancy Prediction in Smart Buildings using Cascaded Bi-LSTM Models with Integrated Features

C Kanthila, A Boodi, A Marszal-Pomianowska… - Energy and …, 2024 - Elsevier
Accurate occupancy prediction in smart buildings is crucial for optimizing energy
management, improving occupant comfort, and effectively controlling building systems …

Development and implementation of occupancy-based predictive controls for modulation of air handling units' outdoor air dampers

BW Hobson - 2020 - repository.library.carleton.ca
Occupancy in the field of HVAC design is crudely estimated early in the design phase and
often does not reflect the actual building. This results in chronic overventilation, which …

[PDF][PDF] Application of time series models for heating degree day forecasting

M Kuru, G Calis - … , technology & management in construction: an …, 2020 - hrcak.srce.hr
This study aims at constructing short-term forecast models by analyzing the patterns of the
heating degree day (HDD). In this context, two different time series analyses, namely the …

Forecasting of provincial tourist population based on grey neural network

R Li, L Rai, H Wang, F Liu - 2021 IEEE 4th International …, 2021 - ieeexplore.ieee.org
In this paper, the data set of the number of tourists in Shandong Province from 1990 to 2019
is obtained through the China Statistical Yearbook, and the number of tourists in Shandong …

[PDF][PDF] Modeling occupant behavior for residential

Y Li - 2022 - ir.library.osaka-u.ac.jp
Occupant behavior (OB) models, that simulate the daily activity of residents, have been
developed to be integrated into building simulation tools to estimate residential building …

[PDF][PDF] Smart Building Data Collection and Ventilation System Energy Prediction

AB Jakobsen, UJB Kinstad - 2022 - uis.brage.unit.no
Data has the potential to transform our environments for the better if utilized to its full
potential. A highly interesting use case of data is in relation to Smart Buildings, where IoT …