POIR.02.03.02-14-0011/19

As part of the dissemination of the results of the project's research and development work, the following articles were published:
1. In the Rail Vehicles magazine entitled "The sensors-based artificial intelligence Train Control and Monitoring System (TCMS) for managing the railway transport fleet." The electronic version of the article is available at the following link: https://www.railvehicles.eu/The-sensors-based-artificial-intelligence-Train-Control-and-Monitoring-System-TCMS,159639,0,1.html
2. In the Sensors magazine entitled "Anomaly Detection in Railway Sensor Data Environments: State-of-the-Art Methods and Empirical Performance Evaluation". The electronic version of the article is currently available at the following link: https://www.mdpi. com/1424-8220/24/8/2633

Project entitled "Development of documentation with three prototypes of sensors, used for testing and certification, as well as gates working in the UWB technology charged with an electromagnetic field".

Project entitled "The mobile system for managing technological processes of Industry 4.0 using artificial intelligence"

Project entitled "Development of an innovative system consisting of intelligent sensors measuring critical parameters of the rolling stock and a web application for processing, monitoring and analyzing data using artificial intelligence mechanisms"

Development of an innovative product and technology including intelligent algorithms, software and sensors for automatic cause-and-effect allocation of costs using modern cost accounting (NRK) in entities with a high level of complexity of technological processes