First of all, electric trains require batteries, which require these minerals. Secondly, so does every electronic device in your house for other reasons.
Electric trains don’t run on batteries… It’s through an electrified rail, or overhead wiring. Do you think they had batteries in the 1800s that were energy dense enough to push a cast iron train?