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[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
(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 …
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 …
temperature, humidity and CO 2 sensors has been evaluated with different statistical …
IoT and big data analytics for smart buildings: A survey
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 …
with the objective of increasing productivity, safety and quality of execution, sustainable …
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 …
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 …
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
Occupancy behaviour plays an important role in energy consumption in buildings. Currently,
the shallow understanding of occupancy has led to a considerable performance gap …
the shallow understanding of occupancy has led to a considerable performance gap …
Occupancy sensing in buildings: A review of data analytics approaches
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 …
three areas under the umbrella of building occupancy estimation–is presented with a focus …
Estimating occupancy in heterogeneous sensor environment
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 …
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
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 …
the worldwide greenhouse gas emissions. They also utilise about 60% of the world's …