If you parallel them, joining the two positives together and the two negatives together, that will double the capacity in Ampere hours which is right for you since it compensates for your increased consumption now. Multiplying the Ah with the voltage gives the Watt hours capacity.
Joining them in line with one positive to the another's negative, you double the voltage which is wrong for you.