Police say they had been already at a Goulburn Valley Freeway Caravan Park on Tuesday afternoon for a welfare verify.
The caravan was engulfed in flames at about 3.30pm.
The stays of a girl — believed to be the 64-year-old resident of the caravan — had been discovered inside.
An arson chemist additionally attended the scene and there may be nothing to point the fireplace was suspicious.