Gas solubility in water
You need to know the oxygen content (partial pressure) of the steam-water mixture with which you are purging the system.  

The water being purged will come to equilibrium with the purge gas based on Henry's law, just as in your example of atmospheric conditions, except that the partial pressure of oxygen in the steam should be much lower.