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Solution 1
If you know the leakage slope of your cap, you could repeatedly "top off" the cap at timed intervals, to compensate for droop.
However, the slope is likely nonlinear, so the top-off amount would be nonlinear. It's possible the amount could be a simple percentage of the cap's charge l...