2 papers
cs.LG2023
Continuously Adapting Random Sampling (CARS) for Power Electronics Parameter Design
Dominik Happel, Philipp Brendel, Andreas Rosskopf +1
To date, power electronics parameter design tasks are usually tackled using detailed optimization approaches with detailed simulations or using brute force grid search grid search…
cs.LG2023
Parameter Optimization of LLC-Converter with multiple operation points using Reinforcement Learning
Georg Kruse, Dominik Happel, Stefan Ditze +2
The optimization of electrical circuits is a difficult and time-consuming process performed by experts, but also increasingly by sophisticated algorithms. In this paper, a reinforc…