[jakobnev]

There should be a battery voltage feedback line separate from the thick high current line. What i would try is to build a circuit that keeps this line a couple volts above the actual battery voltage.

Simply unhooking it at the battery and and reconnecting it through a couple of NiMh in series might be enough, but you might want a more elegant solution that doesn't require you to keep them charged for the long run.