Jan 27, 2020   3:47 p.m. Bohuš
Academic information system


Holistic approach of knowledge discovery from production data in compliance with Industry 4.0 concept

Supervisor: prof. Ing. Pavol Tanuška, PhD.

Basic information   Workers      

This page shows details on the project. The primary projects are displayed together with a list of sub-projects.

Project description:The main project goal is creation of a holistic approach of knowledge discovery from production data of heterogeneous control systems in compliance with Industry 4.0 concept. This includes Big Data, Internet of Things, smart sensors, forecasting and decision support methods and tools. The main topic will be proposal of analytic platform to collect, process and analyse big structured and unstructured data sets, utilising Hadoop and NoSQL technologies, for complex process control in production companies. Proposed analytic platform (utilising statistical and inductive learning techniques, e.g. neural networks, fuzzy modeling, decision trees, cluster analysis, etc.) will provide possibilities for gaining new, potentially useful knowledge from data. Subsequently, control strategies will be developed from the gained knowledge using synthesis. Results can be implemented in real-time predictive maintenance and optimization of relevant control paramet...
Kind of project:VEGA ()
Department:Institute of Applied Informatics, Automation and Mechatronics (MTF)
Project identification:1/0272/18
Project status:In progress
Project start date :01. 07. 2018
Project close date:31. 12. 2021
Number of workers in the project:16
Number of official workers in the project:16

Official project workers

The following table shows the researcher workers who have been assigned official roles in a project.

OfficerOfficial roles
prof. Ing. Pavol Tanuška, PhD.zodpovedný riešiteľ
Ing. Ján Jánošíkspoluriešiteľ
PaedDr. Janette Kotianová, PhD.spoluriešiteľ
Ing. Martin Németh, PhD.spoluriešiteľ
Ing. Andrea Némethová, PhD.spoluriešiteľ
Ing. Veronika Grígelová, PhD.spoluriešiteľ
doc. Mgr. Róbert Vrábeľ, PhD.spoluriešiteľ
doc. Ing. Michal Kebísek, PhD.spoluriešiteľ
Ing. Gabriela Križanová, PhD.spoluriešiteľ
Ing. Lukáš Špendla, PhD.spoluriešiteľ
prof. Ing. Pavel Važan, PhD.spoluriešiteľ
Ing. Juraj Ďuďák, PhD.spoluriešiteľ
doc. Ing. Peter Schreiber, CSc.spoluriešiteľ
Dmitrii Vladimirovič Borkinspoluriešiteľ
Ing. Jela Abasováspoluriešiteľ
Ing. Martin Bartoňspoluriešiteľ