The incident took place when the labourers were working under a contractor this morning. "It could be due to short circuit," police said. The injured were hospitalised.
The factory's boiler department officer H S Mohanty said the death of two labourers would be probed.
The two deceased labourers hailed from Sundergarh district and belonged to a tribal community, factory sources said.
