The Chesapeake and Ohio Railway built the first facility in 1880 that was enlarged in 1891 to serve both freight and passengers.  In 1942, the C&O president, Robert R. Young, saw a need for "a stylish, streamlined, and efficient passenger rail system" that lead to the development of the current station.  Wikipedia Article.