Actor description
System consisting of a machine-learned model for Distribution System State Estimation (DSSE) as well as for load flow determination. It can provide recommendations for power reduction for energy community participants or set-points and/or power limitations for all flexible devices (e.g., charging/discharging power) in order to avoid peaks and thus, avoid voltage and thermal violations in the distribution grid for a given set of input values (e.g., measurement values on selected nodes).