How can I relieve an encumbrance associated with a paid voucher that was less than the PO?

PO amount and encumbrance are higher than the invoice I received from the vendor.  Voucher has been created and paid, but I still have a remaining encumbrance for the difference between the PO and voucher.  How can I get this relieved since I will not be paying the vendor the difference?