[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review

Y Balali, A Chong, A Busch, S O'Keefe - Renewable and Sustainable …, 2023 - Elsevier
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …

A review of occupant-centric building control strategies to reduce building energy use

S Naylor, M Gillott, T Lau - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Abstract Building Energy Management is identified as a key part of the move towards
localised energy generation and control. The significant discrepancy between building …

Accurate occupancy detection of an office room from light, temperature, humidity and CO2 measurements using statistical learning models

LM Candanedo, V Feldheim - Energy and buildings, 2016 - Elsevier
The accuracy of the prediction of occupancy in an office room using data from light,
temperature, humidity and CO 2 sensors has been evaluated with different statistical …

IoT and big data analytics for smart buildings: A survey

A Daissaoui, A Boulmakoul, L Karim, A Lbath - Procedia computer science, 2020 - Elsevier
The processes of digital transformation have involved a variety of socio-technical activities,
with the objective of increasing productivity, safety and quality of execution, sustainable …

A comprehensive review of approaches to building occupancy detection

L Rueda, K Agbossou, A Cardenas, N Henao… - Building and …, 2020 - Elsevier
Detailed occupancy information in buildings is useful to improve the performance of energy
management systems in order to enable energy consumption savings and maintain …

Review on occupancy detection and prediction in building simulation

Y Ding, S Han, Z Tian, J Yao, W Chen, Q Zhang - Building Simulation, 2022 - Springer
Energy simulation results for buildings have significantly deviated from actual consumption
because of the uncertainty and randomness of occupant behavior. Such differences are …

Prediction of occupancy level and energy consumption in office building using blind system identification and neural networks

Y Wei, L **a, S Pan, J Wu, X Zhang, M Han, W Zhang… - Applied energy, 2019 - Elsevier
Occupancy behaviour plays an important role in energy consumption in buildings. Currently,
the shallow understanding of occupancy has led to a considerable performance gap …

Occupancy sensing in buildings: A review of data analytics approaches

H Saha, AR Florita, GP Henze, S Sarkar - Energy and Buildings, 2019 - Elsevier
A review of the literature pertaining to building occupancy detection, counting, and tracking–
three areas under the umbrella of building occupancy estimation–is presented with a focus …

Estimating occupancy in heterogeneous sensor environment

M Amayri, A Arora, S Ploix, S Bandhyopadyay… - Energy and …, 2016 - Elsevier
A general approach is proposed to determine the common sensors that shall be used to
estimate and classify the approximate number of people (within a range) in a room. The …

Occupancy detection in non-residential buildings–A survey and novel privacy preserved occupancy monitoring solution

J Ahmad, H Larijani, R Emmanuel… - Applied Computing …, 2021 - emerald.com
Buildings use approximately 40% of global energy and are responsible for almost a third of
the worldwide greenhouse gas emissions. They also utilise about 60% of the world's …