Void payable payment without effecting previous month data

Hello,

Is there any way to cancel payable payment, say from previous month without canceling the purchase invoice that will effecting the previous month data, as the month were closed.

So then after we void the payment, we can re-issue the check/payment in current month.

Appreciate your input and help in advance.

Thanks,