This happened to ours at 1 week old, the repair man found that it was to do with the water condenser tank cut off float. Apparently if you dont empty the water tank eventually the float rises and turns off the heat so no more water condenses. This float was cutting off on its own accord, and a bit of lubrication sorted it out!
Ian B, February 2007