Improvement of the three-dimensional fine-mesh flow field of proton exchange membrane fuel cell (PEMFC) using CFD modeling, artificial neural network and genetic algorithm
Zeting Yu, Lei Xia, Guoping Xu, Changjiang Wang, Daohan Wang
Topics & Concepts
Computational fluid dynamicsGenetic algorithmProton exchange membrane fuel cellArtificial neural networkSurrogate modelComputer scienceLatin hypercube samplingAlgorithmPower (physics)Flow (mathematics)SimulationEngineeringArtificial intelligenceMechanicsMachine learningFuel cellsMathematicsThermodynamicsChemical engineeringPhysicsStatisticsMonte Carlo methodFuel Cells and Related MaterialsElectrocatalysts for Energy ConversionMembrane-based Ion Separation Techniques