Fixing Date and Quantity for Purchase order

I have purchase order for which the delivery date or quantity cannot be revised any longer, but running MRP through MD03, provides exception message 20 (Cancel Process). 

I want to ensure that MRP considers the incoming stock on the date noted on PO AND does NOT give any exception message at all.

Is there a way to fix the date and quantity on the PO?

Thanks.