Lower voltage will help the lifetime for krypton bulbs. I figure alkalines average 1.3v, but that's partly because I don't normally run them all of the way down in incandescent lights.
It's mainly HIDs where you have to watch that the voltage doesn't get too low. With a Xenon bulb, the bulbs are pretty well optimized for the application - in other words, you need to get the one (voltage) for the kind of batteries you use.
You might try that 3D with 4 C NiMH in a PVC or other homemade adapter. A little searching in this forum will find a couple of examples...