I think shields burning through fuel faster, and robotics or robotic hardware (or some such commodity, maybe armaments and munitions, etc.) get consumed when you blast defense platforms, and don't respawn if there aren't enough resources.
I suggest this while also supporting the notion that base maintenance requirements be eased.