Six more people were injured in the incident in Zhengzhou, capital of Henan province in central China, China Daily reported.
All the victims were sleeping in the shed at the time of the early morning accident, the report said.
Authorities were investigating the cause.
Exploding whale video goes viral on Internet
Martin Bashir resigns from MSNBC over Sarah Palin comments