Eight teams from across the county are on site close to the M62 and A1M motorways.
West Yorkshire Fire and Rescue Service has confirmed the fire broke out at a coach company on Kirkhaw Lane in Ferrybridge.
It is less than half a mile away from Ferrybridge Power Station.
Emergency services were called to the scene shortly before 12.40pm.
More details are expected soon.