Contrary to popular belief, diners are not refurbished railroad cars. In fact, as diners came into being, so did the popularity of railroad travel. Diner manufacturers created structures that resembled the sleek, aerodynamic styling of railroad cars to capitalize on the trend. The Club Diner, located in the industrial city of Lowell, Massachusetts, rests across the street from a retired locomotive.