Return to Vendor without returning goods

Dear All,

As per our agreement with a Vendor, we do not return goods we scrap them. Now, we need to charge a Vendor and send a Debit Note. What would be the best way of doing that from FI point of view? We  are looking into Credit Memo in FB65 FI or Debit Memo and Invoice in SD.

Thank you for your help.