In the dangerous incident, the LHD was travelling out of the mine while pulling an empty roof support trailer.
The driver smelled smoke and then spotted flames under the engine, coming from the engine bay.
The fire was later extinguished.
Initial investigations found a failed universal joint caused the fire.
The NSW Resources Regulator reminded mine operators to ensure universal joints are included in maintenance schedules.