A rendering of the new $1.6-billion Penn-Farley complex. A rendering of the new $1.6-billion Penn-Farley complex.

NEW YORK CITY—The two decades long push by state political leaders and transportation officials to make key improvements and increase capacity at Penn Station is finally at hand.