Fundamentals, Algorithms, and Technologies of Occupancy Detection for Smart Buildings Using IoT Sensors
Smart buildings use advanced technologies to automate building functions. One important
function is occupancy detection using Internet of Things (IoT) sensors for smart buildings …
function is occupancy detection using Internet of Things (IoT) sensors for smart buildings …
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation
Model-Based Reinforcement Learning (MBRL) has been widely studied for Heating,
Ventilation, and Air Conditioning (HVAC) control in buildings. One of the fundamental …
Ventilation, and Air Conditioning (HVAC) control in buildings. One of the fundamental …
Exploring deep reinforcement learning for holistic smart building control
In this paper, we take a holistic approach to deal with the tradeoffs between energy use and
comfort in commercial buildings. We developed a system called OCTOPUS, which employs …
comfort in commercial buildings. We developed a system called OCTOPUS, which employs …
Multi-zone hvac control with model-based deep reinforcement learning
The application of reinforcement learning in controlling Heating, Ventilation, and Air
Conditioning (HVAC) systems has been extensively researched. Existing studies primarily …
Conditioning (HVAC) systems has been extensively researched. Existing studies primarily …
TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings
Occupancy sensing and estimation in large commercial buildings has become a significant
problem to be solved, with applications ranging from occupancy-based HVAC control to …
problem to be solved, with applications ranging from occupancy-based HVAC control to …
SSIOE: self-supervised indoor occupancy estimation for intelligent building management
SH Huang, TY Chao, BA Wibisono… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This paper aims to estimate indoor occupancy given the real-time observed signals from the
existing sensors; next, as a practical application, we build a dynamic control schedule for …
existing sensors; next, as a practical application, we build a dynamic control schedule for …
OcAPO: Fine-grained occupancy-aware, empirically-driven PDC control in open-plan, shared workspaces
Abstract Passive Displacement Cooling (PDC) is a relatively recent technology gaining
attention as a means of significantly reducing building energy consumption overheads …
attention as a means of significantly reducing building energy consumption overheads …
SolarWalk: smart home occupant identification using unobtrusive indoor photovoltaic harvesters
The key to optimal occupant comfort as well as resource utilization in a smart building is to
provide personalized control over smart appliances. Additionally, with an exponentially …
provide personalized control over smart appliances. Additionally, with an exponentially …
Intelligent Monitoring of Human Activity in Cyber-Physical-Human Systems: From Smart Medication Bottles to Occupant Activity Detection in Buildings
M Aldeer - 2023 - search.proquest.com
Abstract Cyber-Physical-Human Systems (CPHS), serve as the underlying framework for a
range of novel applications such as home assistance, healthcare, smart cities, smart …
range of novel applications such as home assistance, healthcare, smart cities, smart …