No injuries as a result of this incident. Plant operators were doing minor plant maintenance in preparation for beginning operations for the day. At Approximately 0540 hours plant personnel noticed a fire near the process chemical tanks, there was nobody working in the area before, after or during that time. MSHA, Fire Marshall nor we were able to determine what initiated the fire