It happened Tuesday afternoon at the Spring Creek Towers, formerly Starrett City, where the entire 46-building complex has been affected by the outage.
FDNY units responded to the scene, helping to clear people trapped in elevators.
There were also workers stuck on scaffolding outside the buildings.
It is unclear what caused the massive outage. Power was restored shortly after 3 p.m.
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