Ice-templated method to promote electrochemical energy storage and conversion: a review
The ice-templated method (ITM) has drawn significant attention to the improvement of the
electrochemical properties of various materials. The ITM approach is relatively …
electrochemical properties of various materials. The ITM approach is relatively …
[HTML][HTML] Combining machine learning with multi-physics modelling for multi-objective optimisation and techno-economic analysis of electrochemical CO2 reduction …
As a carbon capture and utilization (CCU) technology, gas diffusion electrode (GDE) based
electrochemical CO 2 reduction reaction (eCO 2 RR) can convert CO 2 to valuable products …
electrochemical CO 2 reduction reaction (eCO 2 RR) can convert CO 2 to valuable products …
Two-phase flow in porous metal foam flow fields of PEM fuel cells
Porous metal foam (PMF) flow field is a potential option for proton exchange membrane fuel
cells (PEMFCs) due to its excellent capabilities in gas distribution and water drainage …
cells (PEMFCs) due to its excellent capabilities in gas distribution and water drainage …
Towards Reliable Prediction of Performance for Polymer Electrolyte Membrane Fuel Cells via Machine Learning-Integrated Hybrid Numerical Simulations
For mitigating global warming, polymer electrolyte membrane fuel cells have become
promising, clean, and sustainable alternatives to existing energy sources. To increase the …
promising, clean, and sustainable alternatives to existing energy sources. To increase the …
[HTML][HTML] Scale-up study of electrochemical carbon dioxide reduction process through data-driven modelling
Efficient electrochemical carbon dioxide reduction (eCO 2 RR) depends on addressing
mass transfer kinetics hindering CO 2 diffusion to the cathode surface. Gas diffusion …
mass transfer kinetics hindering CO 2 diffusion to the cathode surface. Gas diffusion …
Gradient catalyst layer design towards current density homogenization in PEM water electrolyzer with serpentine flow field
G Li, L Wu, Y Qin, X Du, G Liu - Energy Conversion and Management, 2024 - Elsevier
The inhomogeneous current density distribution might cause irreversible damage to the
membrane electrode assemblies of proton exchange membrane water electrolyzers. Herein …
membrane electrode assemblies of proton exchange membrane water electrolyzers. Herein …
Optimization of cathode catalyst layer composition for PEMFC based on an integrated approach of numerical simulation, surrogate model, multi-objective genetic …
Z Yang, Z Ni, X Li, X Wang, K Han, Y Wang - International Journal of …, 2024 - Elsevier
The cathode catalyst layer (CCL) provides the core site for the electrochemical reactions that
occur in the proton exchange membrane fuel cell (PEMFC). Its composition directly …
occur in the proton exchange membrane fuel cell (PEMFC). Its composition directly …
Numerical simulation of gradient catalyst layer design in proton exchange membrane water electrolyzer with enhanced performance
G Li, M Xu, Y Qin, Y Zhang, Y Wang, X Yu, J Li - Fuel, 2024 - Elsevier
The catalyst loading, ionomer content and agglomerate radius in the catalyst layer (CL) of
proton exchange membrane water electrolyzer (PEMWE) plays critical role on its …
proton exchange membrane water electrolyzer (PEMWE) plays critical role on its …
Randomness effect of platinum loading distribution in a proton exchange membrane fuel cell: A numerical simulation
YT Li, H Guo, H Chen, F Ye - Electrochimica Acta, 2024 - Elsevier
The platinum loading is randomly distributed within catalyst layers because of the fabrication
way, whereas the platinum loading is considered to follow the homogeneous distribution in …
way, whereas the platinum loading is considered to follow the homogeneous distribution in …
Many-objective optimization of graded cathode catalyst layer for PEMFC on performance, gas distribution quality, and cost via AI-based model
R Ding, Y Cheng, X Fan, S Mao, N Wang - International Journal of …, 2024 - Elsevier
Graded cathode catalyst layer (CCL) design can improve performance and reduce the cost
of proton exchange membrane fuel cells (PEMFCs). However, it sacrifices the uniformity of …
of proton exchange membrane fuel cells (PEMFCs). However, it sacrifices the uniformity of …