To turn someone down is to reject an offer, "No, I won't go to the prom with you."
To let someone down is to disappoint them, "Sorry, I never finished installing the escape ladders from the mine."
To let someone down is to disappoint them, "Sorry, I never finished installing the escape ladders from the mine."