Originally Posted by Perish by Ice
I have pondered this too a lot, but I assume that as already stated it is purely for ability to have a story. Although they really could have made the disguises more convincing in that case. Why not fool the audience too?
Team Rocket is the comedic relief, it is a form of irony that the audience enjoys.