The outage affected a large area, including Venice, Westchester, Playa del Rey and LAX. DWP said the problem started at a receiving station.
Most of the customers only lost power for about 10 minutes, but several thousand didn't have electricity for part of the afternoon.
Emergency generators kicked on at the airport.
By 3 p.m., power was fully restored, according to the LADWP.