You see, Big Bird is big, and to have fit on the ship, they would have had to reconstruct the ship, but they figured that was too much work and scrapped the idea of having Big Bird go to space. Sadly enough, if they had decided to reconstruct the ship, they could have found and fixed the part that caused the explosion.