Power served as a gunnery officer throughout the First World War, initially in the battleship HMS "Magnificent", then in the cruiser HMS "Royal Arthur" and next in the monitor HMS "Raglan". In the "Raglan" he saw action in the Dardanelles campaign, before transferring to the battlecruiser HMS "Princess Royal" in the Grand Fleet. He was promoted to lieutenant commander on 15 April 1918.