Originally Posted by OutRiddled
It's simple. They somehow ended up in the trash and Penguin got a hold of them.
Again, they don't say at all that Bruce thows them out and even if they did, how does Penguin know to look for them and where? Does he just go through all the trash in Gotham on the off chance that he might get the Batmobile blueprints?