The BMWs were often parked for hours, and the cause of the mystery fires remains unknown.
Automotive safety expert Sean Kane told ABC News Chief Investigative Correspondent Brian Ross the fires may be related to the increasing number of electronic systems in cars these days.
Watch the video above for more on the investigation.