The accident happened in Changping District in the city when seven workers were laying the power lines.
The project is being undertaken by a Beijing-based hydroelectric technology company. The workers were poisoned by the gas in the tunnel.
Four of them were killed while three others are still being treated in a local hospital, state-run Xinhua news agency reported.