Okay, now that you have explained your need, I am willing to help.
If I understand correctly, your amps are run by 36V supplied by 3 12V batteries in series. If this is so, put one capacitor, rated for 12V across each of the 3 batteries.
But, that does not sound right to me. Where are you...