Master Thesis AI-based Power Electronics Control

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Modern power electronic systems, specifically AC/DC and DC/DC converters, are the vital backbone of tomorrow's technological landscape: In E-Mobility, they enable ultra-fast, highly efficient onboard charging systems and robust power delivery. In Robotics, they drive the high-dynamic, precise actuators and electric drives necessary for collaborative and autonomous systems.

In Data Centers they ensure maximum energy efficiency, power density, and uninterrupted operations. To meet the strict efficiency and volume requirements of these applications, modern power electronics increasingly employ advanced soft-switching topologies.

While these topologies significantly reduce switching losses and maximize power density, they exhibit highly non-linear dynamics. Concurrently, cost and space optimization demand smaller energy storage components (capacitors and in