The military says the incident occurred on March 23 near the entrance to a police station.
That station is reportedly about 150 meters from a water treatment plant in Al-Ramadi, the capital of Al-Anbar Governorate.
There have been seven chlorine attacks in Iraq this year.
(AFP, AP)