Hossein Abdi’s boys dominated the match, held at the Rajamangala Stadium in Bangkok, Thailand, but their strikers lacked the cutting edge.
Earlier in the day, South Korea defeated Afghanistan 4-0 and confirmed its qualification for the next stage.
Iran needs a draw against the Korean team on Thursday to seal a spot in the next round.
Iran started the campaign with a 6-1 win over Afghanistan.