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Study on Optimal Porosity Distribution of Gdl of Pemfc Along the Cathode Inlet Flow Channel Direction Based on Machine Learning

https://doi.org/10.2139/ssrn.5034046
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inferredcites →https://doi.org/10.1016/j.apenergy.2021.117357openalex-snapshot
Optimization of gas diffusion layer in high temperature PEMFC with the focuses on thickness and porosity
inferredcites →https://doi.org/10.1016/j.apenergy.2022.120333openalex-snapshot
An evolutionary stacked generalization model based on deep learning and improved grasshopper optimization algorithm for predicting the remaining useful life of PEMFC
inferredcites →https://doi.org/10.1016/j.cep.2018.04.006openalex-snapshot
Effect of nitrifiers community on fouling mitigation and nitrification efficiency in a membrane bioreactor
inferredcites →https://doi.org/10.1016/j.ces.2024.120830openalex-snapshot
Insights into the pore structure effect on the mass transfer of fuel cell catalyst layer via combining machine learning and multiphysics simulation
inferredcites →https://doi.org/10.1016/j.egyai.2023.100278openalex-snapshot
Long short-term memory deep learning model for predicting the dynamic performance of automotive PEMFC system
inferredcites →https://doi.org/10.1016/j.electacta.2021.138793openalex-snapshot
Influence of Catalyst Layer and Gas Diffusion Layer Porosity in Proton Exchange Membrane Fuel Cell Performance
inferredcites →https://doi.org/10.1016/j.enconman.2020.112537openalex-snapshot
Partial flooding and its effect on the performance of a proton exchange membrane fuel cell
inferredcites →https://doi.org/10.1016/j.fuel.2018.02.058openalex-snapshot
The effect of different gas diffusion layer porosity on proton exchange membrane fuel cells
inferredcites →https://doi.org/10.1016/j.ijheatmasstransfer.2020.120311openalex-snapshot
A 3 dimensional numerical model to study the effect of GDL porosity on high temperature PEM fuel cells
inferredcites →https://doi.org/10.1016/j.ijhydene.2020.05.048openalex-snapshot
Numerical study for in-plane gradient effects of cathode gas diffusion layer on PEMFC under low humidity condition
inferredcites →https://doi.org/10.1016/j.ijhydene.2020.06.145openalex-snapshot
Reviews on the effects of contaminations and research methodologies for PEMFC
inferredcites →https://doi.org/10.1016/j.ijhydene.2021.04.039openalex-snapshot
Numerical study on permeability of gas diffusion layer with porosity gradient using lattice Boltzmann method
inferredcites →https://doi.org/10.1016/j.jaecs.2024.100249openalex-snapshot
Effects of cathode gas diffusion layer porosity and contact angle distributions along through-plane direction on the performance of polymer electrolyte membrane fuel cell
inferredcites →https://doi.org/10.1016/j.jelechem.2022.117086openalex-snapshot
Three segments distribution of gas diffusion layer porosity in a proton exchange membrane fuel cell
inferredcites →https://doi.org/10.1016/j.jpowsour.2006.02.060openalex-snapshot
Effects of porosity distribution variation on the liquid water flux through gas diffusion layers of PEM fuel cells
inferredcites →https://doi.org/10.1016/j.jpowsour.2009.04.005openalex-snapshot
Gas diffusion layer for proton exchange membrane fuel cells—A review
inferredcites →https://doi.org/10.1016/j.jpowsour.2012.04.026openalex-snapshot
Characterization techniques for gas diffusion layers for proton exchange membrane fuel cells – A review
inferredcites →https://doi.org/10.1016/j.jpowsour.2015.07.011openalex-snapshot
Theoretical study of the influence of material parameters on the performance of a polymer electrolyte fuel cell
inferredcites →https://doi.org/10.1016/j.jpowsour.2016.12.052openalex-snapshot
Evaluation of porosity and thickness on effective diffusivity in gas diffusion layer
inferredcites →https://doi.org/10.1016/j.jpowsour.2021.230723openalex-snapshot
A review of proton exchange membrane fuel cell water management: Membrane electrode assembly
inferredcites →https://doi.org/10.1016/j.jpowsour.2024.235583openalex-snapshot
Machine learning-driven optimization of gas diffusion layer microstructure for PEM fuel cells
inferredcites →https://doi.org/10.1016/j.renene.2023.119692openalex-snapshot
Optimization of the structure and cathode operating parameters of a serpentine PEMFC with longitudinal vortex generators by response surface method
inferredcites →https://doi.org/10.1016/j.renene.2024.121303openalex-snapshot
Enhanced oxidation resistance and electrochemical performance of PEMFC gas diffusion layer through [EMIM][TFSI] ionic liquid coating
inferredcites →https://doi.org/10.1016/j.renene.2024.121757openalex-snapshot
Characterization and analysis of current distribution for oxygen starvation diagnosis: A research based on segmented PEMFC technology
inferredcites →https://doi.org/10.1016/j.rser.2018.03.007openalex-snapshot
Electrode for proton exchange membrane fuel cells: A review
inferredcites →https://doi.org/10.1016/s0360-3199(02)00284-7openalex-snapshot
A parametric study of PEM fuel cell performances
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