A method for controlling the amount of noble metal atoms deposited over time into an oxide layer present on a metal surface of an object in contact with a high temperature fluid containing a compound having said metal atoms, which metal atoms increase the corrosion resistance of said metal surface when present in the oxide film, said method comprising the steps of:
- a) using a computer to model noble metal loading in the fluid;
- b) sampling the fluid at one or more selected times during deposition and measuring concentrations of noble metals at each sample time;
- d) comparing measured concentrations of noble metals from at least one sample with concentration values computed by the computer model;
- e) calibrating the computer model by altering values of reaction rate constants used by the computer model until the model results agree with the sampled concentrations;
- and
- f) altering temperature conditions and/or noble metal concentrations in the fluid if subsequent loading rates determined by the computer model are inconsistent with predetermined deposition goals.