BETHLEHEM, Pa. A full decade after the shuttering of Bethlehem Steel’s flagship plant, officials are rolling out their latest proposal to transform and resurrect the nation’s largest abandoned industrial site: an arts complex called “SteelStax.”

The 17-story blast furnaces that have dominated the city’s skyline for a century would tower over new performance spaces for music, dance and theater.