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An Approach for the Direct Inclusion of Weather Information in the Power Flow

Thomas J. Overbye, Farnaz Safdarian, Wei Trinh, Zeyu Mao, Jonathan Snodgrass, J. X. Yeo

2023Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences22 citationsDOIOpen Access PDF

Abstract

While it is widely recognized that weather impacts the power flow, historically weather information has only been implicitly included. This paper presents an approach for the direct inclusion of weather information in the power flow. Key issues addressed by the paper include the availability of weather information, the mapping of weather information to electric grid components, a flexible and extensible modeling approach for relating weather values to the power flow models, and the visualization of the weather impacts. The approach is demonstrated on several electric grids ranging in size from 7000 to 82,000 buses using weather data over several different years.

Topics & Concepts

Computer scienceGridConversationData visualizationWeather forecastingInformation flowVisualizationKey (lock)Power flowPower gridPower (physics)MeteorologyElectric power systemData miningComputer securityGeographyPhysicsQuantum mechanicsPhilosophyLinguisticsGeodesyPower Systems and TechnologiesOptimal Power Flow DistributionPower System Reliability and Maintenance
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