Battery locomotives don’t have enough range to be useful solo, but they’re a handy to add on to an existing train to give it regenerative braking and improve it’s efficiency.
You want practically zero emissions train, you build overhead catenary wires. But that’s decades old tech that just works, it’s not sexy futuristic stuff.