yes they do apply a penalty. and i think it's 1 or 2% of the remaining amount without interest.
So basically if you had to pay 100 QR (no interest included) you will end up paying 101 QR.

They apply this penalty because they are not entitled to charge you the interest anymore.

Banks... can't live with them, can't live without them...