Air Suspension Issues

I have a 2003 Grand Marquis LS ultimate and I think the air compressor has stopped working. I just put new air springs early this year so I know that's not the problem. When I start the car up the compressor turn on for a second and cuts off. So I'm thinking it's the compressor but was also thinking could it be the level sensor. Has anyone else had this problem? Thanks.