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 …

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 …

Microgrid to enable optimal distributed energy retail and end-user demand response

M Jin, W Feng, C Marnay, C Spanos - Applied Energy, 2018 - Elsevier
In the face of unprecedented challenges in environmental sustainability and grid resilience,
there is an increasingly held consensus regarding the adoption of distributed and renewable …

Critical review and research roadmap of office building energy management based on occupancy monitoring

S Salimi, A Hammad - Energy and Buildings, 2019 - Elsevier
Buildings are responsible for a large portion of global energy consumption. Therefore, a
detailed investigation towards a more effective energy performance of buildings is needed …

MOD-DR: Microgrid optimal dispatch with demand response

M Jin, W Feng, P Liu, C Marnay, C Spanos - Applied energy, 2017 - Elsevier
In the face of unprecedented challenges of upcoming fossil fuel shortage and reliability and
security of the grid, there is an increasing interest in adopting distributed, renewable, energy …

Household occupancy monitoring using electricity meters

W Kleiminger, C Beckel, S Santini - … of the 2015 ACM international joint …, 2015 - dl.acm.org
Occupancy monitoring (ie. sensing whether a building or room is currently occupied) is
required by many building automation systems. An automatic heating system may, for …

Leveraging existing occupancy-related data for optimal control of commercial office buildings: A review

W Shen, G Newsham, B Gunay - Advanced Engineering Informatics, 2017 - Elsevier
A primary strategy for the energy-efficient operation of commercial office buildings is to
deliver building services, including lighting, heating, ventilating, and air conditioning …

Human-building interaction for indoor environmental control: Evolution of technology and future prospects

H Kim, H Kang, H Choi, D Jung, T Hong - Automation in Construction, 2023 - Elsevier
This paper presents a data-driven literature review of human-building interaction (HBI),
which refers to the interaction between occupants and buildings. Through natural language …

Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification

W Wang, T Hong, N Li, RQ Wang, J Chen - Applied energy, 2019 - Elsevier
With the rapid advances in sensing and digital technologies, cyber-physical systems are
regarded as the most viable platforms for improving building design and management …

Occupancy detection via environmental sensing

M Jin, N Bekiaris-Liberis, K Weekly… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Sensing by proxy (SbP) is proposed in this paper as a sensing paradigm for occupancy
detection, where the inference is based on “proxy” measurements such as temperature and …