Even when LED flashlights were first popularized (more than a decade ago), it was believable that batteries always seemed to be on their last legs, especially in the wilderness. It's probably not supposed to be a thing on Terminus unless there's a missing plot point that explains why they couldn't use or were preserving their pocket nuclear reactors / batteries that can power force fields among other things.