Mercer fought at Dalton, Marietta and Kennesaw Mountain (where his son was wounded). Following the Battle of Atlanta in 1864, he became ill and was relieved of command. He was sent home to Savannah, where he served under Lieutenant General William J. Hardee. Mercer was considered to be a good officer, but was unable to endure the physical demands of active duty.