They've said they want to power their TBM via batteries instead of running miles of high voltage cable. A similar rationale would probably apply for powering the skates.
That's essentially what conventional TBMs use - high voltage extension cables to power electric VFD-driven motors. If you use batteries, you can drive them out of the tunnel and recharge anywhere.