Gases emitted from automobile exhausts have been monitored using a gas sensor arrays. -Gases emitted from automobile exhausts have been monitored using a gas sensor arrays.

Around the world as a result of increasingly stringent emissions regulations, diesel nitrogen oxides and particulate emissions limit more and more attention. Therefore, people are now studying and exploring the automobile exhaust emissions reduction