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Multi-fidelity graph neural networks for efficient power flow analysis under high-dimensional demand and renewable generation uncertainty

Mehdi Taghizadeh, Kamiar Khayambashi, Md Abul Hasnat, Negin Alemazkoor

2024Electric Power Systems Research21 citationsDOI

Topics & Concepts

Robustness (evolution)Computer scienceFidelityElectric power systemArtificial neural networkRenewable energyNetwork topologyPower flowMathematical optimizationPower (physics)Machine learningEngineeringMathematicsBiochemistryOperating systemGeneQuantum mechanicsPhysicsElectrical engineeringChemistryTelecommunicationsOptimal Power Flow DistributionPower System Optimization and StabilityEnergy Load and Power Forecasting
Multi-fidelity graph neural networks for efficient power flow analysis under high-dimensional demand and renewable generation uncertainty | Litcius