The uninterrupted current overload of the cabin outlet system static inverter leading to ignition and sustained fire. The cause of the initiating overload condition could not be determined. Contributing factors were the lack of adequate current overload protection for the static inverter due to a failure to adequately assess fire/smoke hazards of the inverter in this installation and the absence of timely fire annunciation to the flight crew.