Year: 2024
Type: article
Abstract: The project presents the design and implementation of a virtual temperature sensor with the display of the data provided by it in a web interface. The objective of the whole project is based on the development of a virtual sensor that estimates the temperature with the help of historical but also current data provided by other sensors. The goal of this project is to reduce the cost of temperature monitoring systems by reducing the physical sensors required. It is also aimed at the possibility of implementing these sensors in inaccessible places. Following the use of a machine learning type system, I want to implement a predictive model, which, based on the data provided by the other physical sensors, generates the response of the virtual sensor. Both the data provided by the virtual sensor and the data provided by the physical sensors will be displayed within the web interface. The project aims to develop a sensor network for temperature monitoring in various applications. Also, by implementing this system, I want to obtain a web interface that allows viewing and managing the measured temperature data.
Authors: Paul Nistor, Ioan Orha
Institution: Technical University of Cluj-Napoca
Language: English
Subfield: Control and Systems Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4409350403