Firstly, thanks for the replys. I was thinking, to simplify the situation I would be able to assume an average ice thickness. Once I have the calculation, I could vary this and see what affect it has.
AlephZero, you are right, with water of outlet temp 20C ice shouldn't be present, but flow...