Benjamin Schäfer

Excited to kick off #HAICON25 at Messe Karlsruhe for the next three days, presenting research results on "AI for energy" @helmholtzai.bsky.social

Analyzing deterministic and stochastic influences on the power grid frequency dynamics with explainable artificial intelligence Power grids are essential for our society, connecting consumers and generators. Their frequency stability is impacted by supply and demand changes, including de

Power grids are complex systems with both deterministic and stochastic aspects. We extract the stochastic properties (drift and diffusion) from European and Australian data and train explainable AI (XAI) models, identifying key factors, see our article in Chaos:
pubs.aip.org/aip/cha/arti...