 It is thought to be named after the Battle of Brandywine of the American Revolutionary War.Brandywine was developed on the Baltimore and Potomac Railroad's Pope Creek (Southern Maryland) line in about 1873 and was the only town on the route that developed into a railroad town.On September 1, 1877, around 4 p.m., a small 2.7 magnitude earthquake struck Brandywine.