Agree.  Fires caused by defective wiring or appliances causing shorts are relatively slow burning before ignition. Reports from the occupant of this fire told of having little time to escape from rapid engulfing flames.  Accelerants could cause this.  Not a fire expert but have worked with installing wiring and electrical components all my life.