Many other homes are running on reduced power.
It followed an Orange Warning from Met Eireann where forecasters warned of wind gusts of up to 130km/hr.
In the past half hour power has been cut to homes in the Ramelton and Milford areas.
ESB says more than 2,500 homes are without power – and they hope to restore services by 9pm.