Performance map and operating condition optimization of industrial-size SOFCs using a PINN surrogate model
Hangyue Li, Yige Wang, Jianzhong Zhu, Minfang Han
Topics & Concepts
Solid oxide fuel cellVoltageSurrogate modelPower densityCalibrationAnodeComputer scienceVolumetric flow rateOperating temperatureFuel cellsPower (physics)PlanarEnergy transformationNuclear engineeringAutomotive engineeringProcess engineeringElectrical engineeringEngineeringMechanicsChemistryPhysicsThermodynamicsChemical engineeringPhysical chemistryMachine learningComputer graphics (images)Quantum mechanicsElectrodeAdvancements in Solid Oxide Fuel CellsFuel Cells and Related MaterialsElectrocatalysts for Energy Conversion