In the following, an automated tool is presented that gives an apriori-indication of weather situations which are shown to be critical for German TSOs. Therefore, a cyclone detection algorithm is developed on the basis of the valuable experiences and results of all the afore mentioned studies. The developed algorithm is based on day-ahead forecasts of the NWP-model COSMO-EU