The explosion and subsequent fire occurred on Wednesday in a sixth floor flat in a building on the Avenida 25 Abril.
The victim is said to be a 78-year-old bed-bound Ukrainian woman, who lived in the flat below.
The exact cause of the explosion has not yet been confirmed, but suspicions are it was caused by a gas leak.
The apartment where the explosion occurred was empty at the time of the incident.