The Second Battle Hostile_encounter of Deep Bottom , also known as Fussell 's Mill ( particularly in the South ) , New Market Road , Bailey 's Creek , Charles City Road , or White 's Tavern was fought Hostile_encounter August 14–20 , 1864 , at Deep Bottom in Henrico County , Virginia , during the Richmond-Petersburg Campaign ( Siege of Petersburg ) of the American Civil War .