On 28 April 1864, Battery F left Vicksburg and traveled up the Mississippi River to Cairo. From there, the battery moved first to Clifton, Tennessee, then to Huntsville and Decatur, Alabama, and finally to Rome and Acworth, Georgia, which it reached on 8 June. From that date until 8 September, the unit took part in the Atlanta campaign. Battery F fought at the Battle of Marietta starting on 10 June and the Battle of Kennesaw Mountain on 27 June. There was more action at Nickjack Creek on 2–5 July, at the Chattahoochee River on 6–17 July, and at Bald Hill on 20–21 July. Battery F was seriously engaged at the Battle of Atlanta on 22 July, suffering the loss of 1 officer and 32 men killed, wounded, or missing. The battery was involved in various actions during the siege of Atlanta, participated in the flank march of 25–30 August, and fought in the Battle of Jonesborough on 31 August–1 September. During the Atlanta campaign, Battery F under W. H. Powell was in the 4th Division which was led by Brigadier Generals Walter Q. Gresham and Giles Alexander Smith, while Major General Francis Preston Blair Jr. led the XVII Corps.