Hi Harish,
Just a guess: Did you try to change the quantity and then SAVE order. Later again go to order and try to delete that component, test this scenario once.
Also I can see the material unit is in editable mode i.e. EA whereas all others are non-editable as those are inherited from material. Best way is to debug this order, must be because of development done.
Sundar