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 …
communities. The use of hidden Markov models has become predominant in the last …
Building occupancy estimation and detection: A review
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 …
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 …
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 …
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
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 …
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 …
presented with particular emphasis on its distinguishing features. Next, we not only examine …
A comprehensive review of approaches to building occupancy detection
Detailed occupancy information in buildings is useful to improve the performance of energy
management systems in order to enable energy consumption savings and maintain …
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
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 …
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 …
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 …
sustainability gap in buildings. Better occupancy prediction decreases this gap both in the …