My low battery light is lit. I have changed the fuse and batteries. How do I repair this problem?

Sounds like the thermostat coule be bad, Try to reset by turning off the main electric power to your furnace for a few minutes then turn back on. If it does not reset it is probably a defective thermostat. I would also check to make sure the batterys you used as replacements are good.