I. Introduction
Enhancing the resilience of power grids against extreme weather events is a key task of power grid modernization [1]. In recent years, power grid outages caused by extreme weather events have caused huge economic losses. For example, Hurricane Sandy in 2012 paralyzed power systems in several coastal states and caused power outages that affected 8.5 million customers [2]. Between 2003 and 2012, extreme weather events caused approximately 679 power outages, each of which affected at least 50 000 customers. Among these outages, 80%–90% of the outages occurred in the power distribution system.