 Oakland was formally incorporated as a town in 1862.The town is home to a historic B&O railroad station, which was listed on the National Register of Historic Places in 1973, and restored in the 2000s.Trains still run on the rail tracks behind the station, but it is mainly used for special organizations or gatherings at present.