Towards adoption of GNNs for power flow applications in distribution systems
Arbel Yaniv, Parteek Kumar, Yuval Beck
Topics & Concepts
Computer scienceNetwork topologyElectric power systemSmart gridLimitingPower flowGraphGeneralizationArtificial neural networkTopology (electrical circuits)Component (thermodynamics)GridDistributed computingTheoretical computer sciencePower (physics)Artificial intelligenceEngineeringMathematicsMathematical analysisThermodynamicsMechanical engineeringElectrical engineeringOperating systemPhysicsGeometryQuantum mechanicsOptimal Power Flow DistributionAdvanced Graph Neural NetworksPower System Optimization and Stability