How long will the outdoor power outage last

How long do power outages last?

How long do most power outages last? The duration of power outages can vary widely depending on the cause and severity of the disruption. However, most power outages typically last between a few minutes to several hours.

What is a power outage?

A power outage refers to the sudden cessation of electricity supply from the grid to users. It is more common in some island regions, areas prone to natural disasters, and certain developing countries. The causes of outages can vary, including equipment failures, system maintenance, or natural disasters. Different causes lead to different impacts.

How long do weather-related outages last?

Weather-related outages can be unpredictable and may last from a few hours to several days, especially if infrastructure is significantly damaged. Equipment failures and accidents usually see quicker resolution times, often within a day, given no major infrastructure damage.

How can we estimate the duration of a power outage?

Our analysis shows that outage duration can be reasonably estimated using factors like cause category, customer scale, and time of the year. While the baseline Linear Regression model provided a starting point, the Random Forest Regressor model with feature engineering significantly improved predictive accuracy.