SYSTEM AND METHOD TO REDUCE HUMAN ACTIVITY DAMAGE-INDUCED POWER OUTAGE

摘要

A method for predicting and managing an occurrence of a power outage resulting from human activity, the method comprising the steps of: obtaining at least one short-term notification of a planned human activity event; generating a corrected human activity notification as a function of the short-term notification and data corresponding to power grid information, geographical information relating to the power grid and customers utilizing the power grid, power grid customer information, and/or historical information corresponding to prior power outages resulting from human activity events; generating an outage probability as a function of the corrected human activity notification and trained predictive modeling data; generating an optimization model as a function of the outage probability; and initiating at least one action for mitigating the occurrence of the power outage resulting from human activity as a function of the optimization model.

主权项

1. A method for predicting and managing an occurrence of a power outage resulting from human activity, the method comprising the steps of:
obtaining at least one notification indicative of a planned human activity event occurring within a prescribed period of time; generating, using a data correction module, a corrected human activity notification as a function of said at least one notification indicative of the planned human activity event and data corresponding to at least one of power grid information, geographical information relating to the power grid and customers utilizing the power grid, power grid customer information, and historical information corresponding to prior power outages resulting from human activity events; generating, using a first predictive modeling module, an outage probability as a function of the corrected human activity notification and trained predictive modeling data, the outage probability indicative of a likelihood of a power outage resulting from the planned human activity event; generating, using a response optimization module, an optimization model indicative of an outage probability as a function of said outage probability; and initiating at least one action for mitigating the occurrence of said power outage resulting from human activity as a function of said optimization model.