The fire at 9.30am caused major delays on the surrounding roads as London Fire Brigade sent 15 fire engines and 75 firefighters to the site.
The A40 Westway was closed in both directions, causing tailbacks as far as King's Cross, while Wood Lane was also shut north and southbound.