Physics-informed neural network for dynamic energy flow calculation in integrated electricity and gas systems
Shangyang He, Suhan Zhang, Yuanzheng Li, Wei Gu, C. Y. Chung
Topics & Concepts
Artificial neural networkComputer scienceOperator (biology)Coupling (piping)Constraint (computer-aided design)Flow (mathematics)Energy (signal processing)Mathematical optimizationFunction (biology)Masking (illustration)Energy managementElectricityRenewable energyInterface (matter)Differential operatorPower (physics)InteroperabilityOptimization problemConstraint satisfaction problemPartial derivativeElectric power systemDifferential (mechanical device)Topology (electrical circuits)Constraint satisfactionPartial differential equationEnergy flowIntegrated Energy Systems OptimizationModel Reduction and Neural NetworksOptimal Power Flow Distribution