The accident happened yesterday at Puyang Steel Co Ltd in Hebei province, according to sources with the municipal government.
Gas leaked from a stove under overhaul, leaving eight people poisoned.
Three of them died in hospital, Xinhua news agency reported.
Local authorities have set up a team to investigate the accident. PTI KJV