EE was moving Caterpillar Dozer #8177 heading South near F4 South Pond when EE heard a pop. EE exited the cabin and noticed smoke coming from the battery compartment. EE called for assistance and attempted to extinguish the fire. The local fire department was called and the fire was out when they arrived on scene. MSHA hotline was called at 3:17 pm.