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Kappra Coffee Talks on Research

K - 26

Selected machine learning applications for industrial diagnostics and forecasting in the Laboratory for Synergetics, Faculty of Mechanical Engineering of the University of Ljubljana

 

Primož Potočnik

 

10.11.2021 at 12:15, Lecture room 204

 

Abstract:

At the Laboratory for Synergetics at the Faculty of Mechanical Engineering in Ljubljana, we research additive technologies and 3D printing of metallic materials, nonlinear analysis and time series prediction, and process characterization and industrial diagnostics with machine learning tools. Some machine learning applications for industrial diagnostics will be presented together with the development and implementation of a machine learning system used for predicting heat consumption for a district heating system in Ljubljana.