Petrov entered the war as a member of the Russian Imperial Army at the 42nd Infantry Division, later joined the 7th Turkestani Rifle Division and rose in the ranks to colonel and head of staff. Was wounded during Siege of Przemyśl. Awarded by Order of St. George. In late 1917 he pledged allegiance to the Ukrainian People's Republic.