The accident happened at around 7 AM (local time) when the bus caught fire near a furniture mall in Helan County, Yinchuan City.
The cause of the fire was not known and is being investigated, state-run Xinhua news agency reported.
The injured have been taken to a hospital for treatment, officials said.