At least 41 houses were damaged in the blast and a subsequent fire which began shortly before midnight on Friday, it said.
19 dead in blast at Chinese chemical plant
The cause of the explosion was not released, but officials said they have ruled out terrorism.
Rescue efforts were ongoing on Saturday morning and people had been evacuated from the area. Scores of police, fire fighters and medical personnel had been sent to the scene.
China has pledged to improve safety in factories, though explosions and other incidents are common due to patchy enforcement of rules.
Eleven dead, 25 trapped in explosion at iron-ore mine in NE China
In August, five people were killed in an explosion at an aluminum plant in the eastern city of Jiangsu, while in July, 19 people died in a blast at a chemical plant in the southwestern province of Sichuan.
Earlier this month two people were killed in a factory explosion in the city of Ningbo.
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