The concentration of Fe in the bath will be the limiting factor more so than the acid strength.
It is the evolution of Hydrogen gas bubbles that lifts the scale.
you will need to use a commercial inhibitor and neutralize the acid on the material, typically that is done with a lime water bath
milo
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