At the commencement of World War I Power was with the 2nd Battallion of the Buffs in India before his Battallion transferred to France in January 1915. He took Command of the 2nd Battallion of the Buffs and saw service at the Second Battle of Ypres that involved the first German poison gas attack on 23 April 1915.