The incident was reported at around 5:15 pm from the second floor of the factory and 16 fire tenders were rushed to the spot to control the blaze.
It took over an hour for the firemen to douse the fire.
"The second and the third floor of the factory were damaged due to the fire. The cause of the blaze could not be ascertained," he said, adding that no casualty was reported.
In a separate incident, a fire broke out in a factory in Bawana Industrial area at around 9:45 pm. Five fire tenders were rushed to the spot, an official said.