Regulate peltier cell power

I have an other question. What I want is that my peltier cell does not consume so much so that the battery does not discharge quickly.

What happens if I lower the voltage? It would consume less Wh and if I am not mistaken it will make the battery not discharge as fast.

It's possible? That is, use 6v instead of 12v so that it consumes half.