[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 …

Systematic review analysis on smart building: Challenges and opportunities

MS Aliero, M Asif, I Ghani, MF Pasha, SR Jeong - Sustainability, 2022 - mdpi.com
Smart building technology incorporates efficient and automated controls and applications
that use smart energy products, networked sensors, and data analytics software to monitor …

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 …

Sensitivity analysis of scalable data on three PCA related fault detection methods considering data window and thermal load matching strategies

X Yang, J Chen, X Gu, R He, J Wang - Expert Systems with Applications, 2023 - Elsevier
The principal component analysis (PCA) combining with data window (DW) strategies have
been broadly investigated on feature extraction or dimensionality reduction for fault …

Future workspace needs flexibility and diversity: A machine learning-driven behavioural analysis of co-working space

J Pan, TY Cho, M Sun, R Debnath, N Lonsdale… - Plos one, 2023 - journals.plos.org
The future of workspace is significantly shaped by the advancements in technologies,
changes in work patterns and workers' desire for an improved well-being. Co-working space …

Technology pathway of efficient and climate-friendly cooling in buildings: Towards carbon neutrality

J Wang, CW Yu, SJ Cao - Indoor and Built Environment, 2021 - journals.sagepub.com
The term 'carbon neutrality'was originally introduced in the United Nations Framework
Convention on Climate Change–UNFCCC COP21 Paris Climate Accord, December 2015. 1 …

Estimating indoor occupancy through low-cost BLE devices

F Demrozi, C Turetta, F Chiarani, PH Kindt… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Detecting the presence of persons and estimating their quantity in an indoor environment
has grown in importance recently. For example, the information if a room is unoccupied can …

Comprehensive mpoint: A method for 3d point cloud generation of human bodies utilizing fmcw mimo mm-wave radar

G Zhang, X Geng, YJ Lin - Sensors, 2021 - mdpi.com
In this paper, comprehensive mPoint, a method for generating 3D (range, azimuth, and
elevation) point cloud of human targets using a Frequency-Modulated Continuous Wave …

Measuring indoor occupancy through environmental sensors: A systematic review on sensor deployment

AR Mena, HG Ceballos, J Alvarado-Uribe - Sensors, 2022 - mdpi.com
The COVID-19 pandemic has changed our common habits and lifestyle. Occupancy
information is valued more now due to the restrictions put in place to reduce the spread of …

Indoor occupancy estimation for smart utilities: A novel approach based on depth sensors

RC Navarro, AR Ruiz, FJV Molina, MJS Romero… - Building and …, 2022 - Elsevier
Occupancy information in indoor spaces is playing an increasingly important role in the
development of smart applications. The need for this type of information covers a multitude …