Hmm, that is interesting that the oil stops flowing after it has been running for a while. Usually it is just the opposite. The oil will usually start flowing faster as the room and oil heat up because it gets thinner, which generates more heat, which thins the oil even more, and the process continues....
If you open the needle up does it start flowing again?