When you have received/invoiced a partial order and the outstanding items are no longer relevant for you, you can close your PO through these steps:
1. Revise the PO.
2. Add all the remaining quantities to the "Rejected" column and confirm the PO.
The PO will go through the approval process again and then get completed.