A normally aspirated engine is one that uses no form of forced induction
such as a turbocharger
, or nitrous oxide injection
. It is synonymous with natually aspirated
Personally I believe that it is more difficult to get power out of a normally aspirated engine, but some would tell you that forced induction is an impure and dangerous way to get power.