A data-driven model predictive control for lighting system based on historical occupancy in an office building: Methodology development
The lighting system accounts for 8% of the total electricity consumption in commercial
buildings in the United States and 12% of the total electricity consumption in public buildings …
buildings in the United States and 12% of the total electricity consumption in public buildings …
Reinforcement Learning for Intelligent Sensor Virtualization and Provisioning in Internet of Vehicles (IoV)
S Abbes, S Rekhis - IEEE Access, 2024 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is a powerful application of the Internet of Things (IoT) in the
Intelligent Transportation System (ITS). It enables device connectivity, and interaction with …
Intelligent Transportation System (ITS). It enables device connectivity, and interaction with …
Virtual Sensors Method and Architecture for a Smart Home Environment with Random Forest
AG Putrada, N Alamsyah, SF Pane… - … Conference on ICT …, 2023 - ieeexplore.ieee.org
A smart home environment can be built with several functions at once. However, the
conventional integration of several systems involves many devices and sensors, resulting in …
conventional integration of several systems involves many devices and sensors, resulting in …
Virtual Sensor for Door Opening Detection and Anomaly Detection Using Machine Learning
Currently, several studies are being developed using machine Learning with the aim of
replacing real sensors with virtual sensors. One of the biggest challenges is obtaining …
replacing real sensors with virtual sensors. One of the biggest challenges is obtaining …
Modelling of Virtual Sensors for Manufacturing Process using Gradient Boosting Technique
BV Souza, SRB Dos Santos… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
This paper proposes a learning architecture approach for creating a virtual sensor model
that detects product failures by using machine operating data from a discrete manufacturing …
that detects product failures by using machine operating data from a discrete manufacturing …
Yuan Jin, Da Yan, Xingxing Zhang
J An, M Han - Data-driven Analytics for Sustainable Buildings and …, 2021 - books.google.com
The lighting system accounts for 8% of the total electricity consumption in commercial
buildings in the United States and 12% of the total electricity consumption in public buildings …
buildings in the United States and 12% of the total electricity consumption in public buildings …