The incident happened late Friday night at Conserv Fuel gas station on Beverly Boulevard.
The Los Angeles police says the woman was exposed to a gas line and the gas ignited, engulfing her in flames.
She was taken to a hospital in unknown condition.
It's not immediately clear if this was a criminal act, suicide attempt or accident.
The incident remains under investigation.