I was running into the same thing, until I realized that the needle post (pressure regulator) is spring loaded, and has to be pressed down. Mine wasn't, so there was not enough pressure for the feed dogs to move the fabric.
Purchased my unit used with no manual, so it took me a while to figure it out :-)
Hope that's all your problem is too.