Modeling and optimization of PEM water electrolysis via an ANN–GA hybrid approach
Arom Boekfah, Supachai Rumnum, Chakrit Suvanjumrat
Topics & Concepts
BackpropagationRobustness (evolution)Polymer electrolyte membrane electrolysisArtificial neural networkMean squared errorElectrolysisApproximation errorHydrogen productionEnergy consumptionComputer scienceVoltageElectrolysis of waterScalingMean absolute percentage errorHydrogenConvergence (economics)Mean absolute errorNonlinear systemRate of convergenceProcess engineeringProton exchange membrane fuel cellCorrelation coefficientMaterials scienceLinear regressionAlgorithmEfficient energy useEnvironmental scienceNeutral networkVolumetric flow rateBiological systemElectric potential energyFuel Cells and Related MaterialsHybrid Renewable Energy SystemsAdvanced Battery Technologies Research