The blast took place at a market in Baghdad's eastern area of Habibiya, the service said in a statement, cited by the official INA news agency.
According to the service, further details on the incident will be provided later.
Earlier in the day, a security source said that the explosion occurred in the Iraqi capital and resulted in a number of casualties.