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- W3026111330 abstract "Thunderstorms are complex weather phenomena that cause substantial power outages in a short period. This makes thunderstorm outage prediction challenging using eventwise outage prediction models (OPMs), which summarize the storm dynamics over the entire course of the storm into a limited number of parameters. We developed a new, temporally sensitive outage prediction framework designed for models to learn the hourly dynamics of thunderstorm-caused outages directly from weather forecasts. Validation of several models built on this hour-by-hour prediction framework and comparison with a baseline model show abilities to accurately report temporal and storm-wide outage characteristics, which are vital for planning utility responses to storm-caused power grid damage." @default.
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- W3026111330 date "2020-05-22" @default.
- W3026111330 modified "2023-10-01" @default.
- W3026111330 title "Dynamic Modeling of Power Outages Caused by Thunderstorms" @default.
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- W3026111330 doi "https://doi.org/10.3390/forecast2020008" @default.
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