 This paper examines the feasibility of electrifying public transport bus networks using fast-charging battery buses. It analyzes the impact of charging stations on the electricity grid and the trade-offs between battery capacity and charging power. The study is based on real-world data from a bus network in Munster, Germany. This article was authored by Matthias Rogge, Sebastian Wolny and Dirk Uwe Sauer.