For starters, you would need quite a long laboratorium. Also a lot of work of resetting the train for another experiment. And stopping the train in just the right moment (not too far away from the target but not too late that it crashes into it) is also a difficult task.
Maybe strip the emitters of one electron so they become positively charged, and accelerate them with an electric field towards the target?