In the Laboratory of Synergetics, the following seminar, MSc, PhD topics are available:

Additive technologies and 3D printing of metallic materials

• Self-regulation of layer thickness in laser-directed deposition
• A system for rapid measurement of the intensity distribution of an annular laser beam using a CMOS sensor
• Topological optimization of metal products for 3D printing
• Experimental setup for direct laser deposition deposition path strategy research
• Research of the application of path strategy in direct laser deposition with machine learning methods
• Design of a system for simultaneous direct laser deposition of wire and powder
• Influence of particle size on powder delivery in direct laser deposition of multicomponent powder

Neural networks, machine learning, forecasting, industrial diagnostics

• Application of neural networks to characterize technical and industrial processes
• Application of deep learning methods to characterize technical and industrial processes
• Development of a machine learning based forecasting system for a district heating system
• Adaptive short-term forecasting of future consumption in the district heating network

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