The Don Garlits Museum is in Ocala, Fl....from West Palm Beach a mere 480 mile round trip.
The Elliott Museum in Stuart Beach is significantly closer, about 90 miles round trip.
You could hit the American Muscle up in Melbourne, FL and stop at the Elliott either on your way north or on your way back, make a nice day trip out of it.