[HTML][HTML] Deep and transfer learning for building occupancy detection: A review and comparative analysis
The building internet of things (BIoT) is quite a promising concept for curtailing energy
consumption, reducing costs, and promoting building transformation. Besides, integrating …
consumption, reducing costs, and promoting building transformation. Besides, integrating …
Current practices and infrastructure for open data based research on occupant-centric design and operation of buildings
Many new tools for improving the design and operation of buildings try to realize the
potential of big data. In particular, data is an important element for occupant-centric design …
potential of big data. In particular, data is an important element for occupant-centric design …
[HTML][HTML] Practical design and implementation of IoT-based occupancy monitoring systems for office buildings: A case study
This study introduces a scalable, cloud-based approach to occupancy monitoring designed
to optimize HVAC operations in office buildings. It addresses the challenges of developing …
to optimize HVAC operations in office buildings. It addresses the challenges of developing …
Trending machine learning models in cyber‐physical building environment: A survey
Electricity usage of buildings (including offices, malls, and residential apartments)
represents a significant portion of a nation's energy expenditure and carbon footprint. In the …
represents a significant portion of a nation's energy expenditure and carbon footprint. In the …
On the joint control of multiple building systems with reinforcement learning
Commercial buildings are comprised of multiple mechanical and electrical systems that work
in tandem to provide a healthy, safe, and comfortable environment for occupants. These …
in tandem to provide a healthy, safe, and comfortable environment for occupants. These …
Efficient Millimeter-Wave Beam Prediction: An WiFi Sensing-Assisted Deep Learning Approach
Y Jin, M Zhang, Y Gao, S Liu - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
With the development of 5G and future 6G communication technology, millimeter-wave
communication (MMWC) has attracted widespread attention because it can provide a wide …
communication (MMWC) has attracted widespread attention because it can provide a wide …
Deployment of real-time building automation system-integrated inverse-model-based fault detection and diagnostics algorithms
The complex operation of HVAC systems in large commercial buildings warrants regular
implementation of advanced analytical approaches to operations and maintenance, and …
implementation of advanced analytical approaches to operations and maintenance, and …
Occupancy detection using optimization based svnn classifier
KP Shirsat, GP Bhole - 2021 12th International Conference on …, 2021 - ieeexplore.ieee.org
In the Internet of Things (IoT), numerous scientific and industrial researchers are enticed by
the smart buildings. Occupancy detection stands as a striking research domain on account …
the smart buildings. Occupancy detection stands as a striking research domain on account …
Development, implementation, and industry reception of a novel multi-source, data-driven building energy management toolkit
A Markus - 2022 - repository.library.carleton.ca
Inefficient and uninformed operations negatively impact building energy performance,
leading to wide disparities between predicted and actual energy use in commercial and …
leading to wide disparities between predicted and actual energy use in commercial and …
[PDF][PDF] LSU Scholarly Repositor y
Many new tools for improving the design and operation of buildings try to realize the
potential of big data. In particular, data is an important element for occupant-centric design …
potential of big data. In particular, data is an important element for occupant-centric design …