A systematic review of hidden Markov models and their applications

B Mor, S Garhwal, A Kumar - Archives of computational methods in …, 2021 - Springer
The hidden Markov models are statistical models used in many real-world applications and
communities. The use of hidden Markov models has become predominant in the last …

Building occupancy estimation and detection: A review

Z Chen, C Jiang, L Xie - Energy and Buildings, 2018 - Elsevier
Building occupancy is of great importance for energy efficient control of buildings. A large
number of works have been developed for the estimation and detection of building …

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 …

Occupancy behavior based model predictive control for building indoor climate—A critical review

A Mirakhorli, B Dong - Energy and Buildings, 2016 - Elsevier
This paper reviews occupancy based model predictive control (MPC) for building indoor
climate control. Occupancy behavior in buildings is stochastic and complex in nature. With …

Modeling occupancy and behavior for better building design and operation—A critical review

B Dong, D Yan, Z Li, Y Jin, X Feng, H Fontenot - Building Simulation, 2018 - Springer
People spend more than 90% of their life time in buildings, which makes occupant behavior
one of the leading influences of energy consumption in buildings. Occupancy and occupant …

Data-driven methods for building control—A review and promising future directions

ET Maddalena, Y Lian, CN Jones - Control Engineering Practice, 2020 - Elsevier
A review of the heating, ventilation and air-conditioning control problem for buildings is
presented with particular emphasis on its distinguishing features. Next, we not only examine …

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 …

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 …

Wireless sensor network based navigation of micro flying robots in the industrial internet of things

H Li, AV Savkin - IEEE Transactions on industrial informatics, 2018 - ieeexplore.ieee.org
In this paper, we propose a wireless sensor network based safe navigation algorithm for
micro flying robots in the industrial Internet of things (IIoT). A micro flying robot cannot be …

Office buildings occupancy analysis and prediction associated with the impact of the COVID-19 pandemic

V Motuzienė, J Bielskus, V Lapinskienė… - Sustainable Cities and …, 2022 - Elsevier
Buildings' occupancy is one of the important factors causing the energy performance and
sustainability gap in buildings. Better occupancy prediction decreases this gap both in the …