Before the new imperial capital was established in 1911, the Old Delhi Railway Station served the Agra-Delhi railways, the line cut through what is today called Lutyens' Delhi. The line was eventually shifted to make way for the new capital and the New Delhi Railway Station was built near Ajmeri Gate in 1926.
Source : Internet