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A novel surrogate model for channel geometry optimization of PEM fuel cell based on Bagging-SVM Ensemble Regression

Wenxuan Fan, Boshi Xu, Hongwei Li, Guolong Lu, Zhenning Liu

2022International Journal of Hydrogen Energy35 citationsDOI

Topics & Concepts

Surrogate modelProton exchange membrane fuel cellEnsemble forecastingComputer scienceEnsemble learningSupport vector machineGenetic algorithmAlgorithmMathematical optimizationArtificial intelligenceMachine learningMathematicsEngineeringFuel cellsChemical engineeringFuel Cells and Related MaterialsElectrocatalysts for Energy ConversionAdvanced Battery Technologies Research
A novel surrogate model for channel geometry optimization of PEM fuel cell based on Bagging-SVM Ensemble Regression | Litcius