"According to preliminary information, 12 people died in the explosion" in the Karesi district of Balikesir, Ismail Ustaoglu told the private NTV broadcaster, AFP reported.
Footage showed shards of glass and metal scattered outside the plant.
The blast took place at 8:25am (0525 GMT) at a section of the plant, the governor said, adding that that part of the building collapsed.