Advanced controls on energy reliability, flexibility, resilience, and occupant-centric control for smart and energy-efficient buildings—a state-of-the-art review
Advanced controls have attracted increasing interests due to the high requirement on smart
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
Wifi sensing on the edge: Signal processing techniques and challenges for real-world systems
SM Hernandez, E Bulut - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
In this work, we evaluate the feasibility of deploying ubiquitous WiFi sensing systems at the
edge and consider the applicability of existing techniques on constrained edge devices and …
edge and consider the applicability of existing techniques on constrained edge devices and …
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 …
A systematic review and comprehensive analysis of building occupancy prediction
T Li, X Liu, G Li, X Wang, J Ma, C Xu, Q Mao - Renewable and Sustainable …, 2024 - Elsevier
Buildings account for a significant portion of the global energy consumption. Forecasting
personnel occupancy is critical for reducing energy consumption in buildings. This study …
personnel occupancy is critical for reducing energy consumption in buildings. This study …
Improving residential building energy simulations through occupancy data derived from commercial off-the-shelf Wi-Fi sensing technology
SS Abolhassani, A Zandifar, N Ghourchian… - Energy and …, 2022 - Elsevier
One of the main required actions for moving forward in zero-carbon cities' mission is to
increase building energy efficiency. Building energy simulations are key tools for HVAC …
increase building energy efficiency. Building energy simulations are key tools for HVAC …
[HTML][HTML] Comparison of different training data sets from simulation and experimental measurement with artificial users for occupancy detection—Using machine …
M Parzinger, L Hanfstaengl, F Sigg, U Spindler… - Building and …, 2022 - Elsevier
The applications for occupancy detection range from controlling building automation and
systems, determining heat transfer coefficients and even assessing the risk of infection in …
systems, determining heat transfer coefficients and even assessing the risk of infection in …
Deep learning approach for radar-based people counting
JH Choi, JE Kim, KT Kim - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
With the development of deep learning (DL) frameworks in the field of pattern recognition,
DL-based algorithms have outperformed handcrafted feature (HF)-based ones in various …
DL-based algorithms have outperformed handcrafted feature (HF)-based ones in various …
User perceptions on the adoption of smart energy management systems in the workplace: Design and policy implications
Smart energy management systems equipped with advanced sensing and Internet of Things
technologies allow users to monitor and manage their energy consumption through different …
technologies allow users to monitor and manage their energy consumption through different …
Space-Level air conditioner electricity consumption and occupant behavior analysis on a university campus
Y Yuan, L Gao, K Zeng, Y Chen - Energy and Buildings, 2023 - Elsevier
In China, despite only 2% of the population residing on university campuses, these
campuses account for 8% of the total energy consumption. Understanding the space-level …
campuses account for 8% of the total energy consumption. Understanding the space-level …
Using WiFi connection counts and camera-based occupancy counts to estimate and predict building occupancy
Accurate occupancy information can help in optimizing the operation of building systems. To
obtain this information, previous studies suggested using WiFi connection counts due to …
obtain this information, previous studies suggested using WiFi connection counts due to …