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Multi-objective optimization of a hydrogen-fueled PEMFC with multi wavy channels via machine learning and CFD simulation

Wenjie Qi, Yu Lan, Xu Tang, Jinzhu Wu, Yi Zhang, Ziqiang He

2025International Journal of Hydrogen Energy55 citationsDOI

Topics & Concepts

Proton exchange membrane fuel cellMultiphysicsComputer scienceStack (abstract data type)Artificial neural networkComputational fluid dynamicsBayesian optimizationPower (physics)Flow (mathematics)Optimization problemMulti-objective optimizationChannel (broadcasting)Process engineeringAutomotive engineeringSortingEnergy minimizationWork (physics)Flue gasElectricity generationSimulationEfficient energy useControl engineeringControl theory (sociology)Materials scienceField (mathematics)Fuel Cells and Related MaterialsElectrocatalysts for Energy ConversionHybrid Renewable Energy Systems
Multi-objective optimization of a hydrogen-fueled PEMFC with multi wavy channels via machine learning and CFD simulation | Litcius