The airport is located three miles west of Palm Beach, Florida, in West Palm Beach. And it serves Greater Miami. Palm Beach International Airport began operations in 1936. Donald Trump sued to block the expansion of one of the runways at PBI in 2010. In 2015 he initiated a lawsuit over the flight path that passes over his Mar-a-Lago estate.