In 1796 he was promoted lieutenant field marshal and was dispatched to command a brigade in Germany under the Archduke Charles.
At the beginning of hostilities Petrasch commanded a Division of Wallis' 1st Corps under Charles on the Danube, and served at the Battle of Stockach 25 March.