Power Palmer was born in June 1840, at Karnaul (Karnal), India, the son of Nicholas Palmer and Rebecca Carter Barrett. Educated at Cheltenham College, he was commissioned into the 5th Bengal Light Infantry in 1857. He took part in subduing the Indian Mutiny in 1857.