A systematic review of machine learning methods applied to fuel cells in performance evaluation, durability prediction, and application monitoring
W Ming, P Sun, Z Zhang, W Qiu, J Du, X Li… - International Journal of …, 2023 - Elsevier
A fuel cell is a power generation device that directly converts chemical energy into electrical
energy through chemical reactions; fuel cells are widely used in aerospace, electric vehicle …
energy through chemical reactions; fuel cells are widely used in aerospace, electric vehicle …
Recent advances on PEM fuel cells: from key materials to membrane electrode assembly
S Mo, L Du, Z Huang, J Chen, Y Zhou, P Wu… - Electrochemical energy …, 2023 - Springer
In recent years, proton exchange membrane (PEM) fuel cells have regained worldwide
attention from academia, industries, investors, and governments. The prospect of PEM fuel …
attention from academia, industries, investors, and governments. The prospect of PEM fuel …
Progress in prediction of remaining useful life of hydrogen fuel cells based on deep learning
W He, T Liu, W Ming, Z Li, J Du, X Li, X Guo… - … and Sustainable Energy …, 2024 - Elsevier
Hydrogen fuel cells are promising power sources that directly transform the chemical energy
produced by the chemical reaction of hydrogen and oxygen into electrical energy. However …
produced by the chemical reaction of hydrogen and oxygen into electrical energy. However …
Progress and major BARRIERS of nanocatalyst development in direct methanol fuel cell: A review
ZAC Ramli, N Shaari, TST Saharuddin - International Journal of Hydrogen …, 2022 - Elsevier
Direct methanol fuel cells (DMFC), among the most suited and prospective alternatives for
portable electronics, have lately been treated with nanotechnology. DMFCs may be able to …
portable electronics, have lately been treated with nanotechnology. DMFCs may be able to …
[HTML][HTML] A machine learning driven 3D+ 1D model for efficient characterization of proton exchange membrane fuel cells
The computational demands of 3D continuum models for proton exchange membrane fuel
cells remain substantial. One prevalent approach is the hierarchical model combining a …
cells remain substantial. One prevalent approach is the hierarchical model combining a …
Electrified hydrogen production from methane for PEM fuel cells feeding: A review
The greatest challenge of our times is to identify low cost and environmentally friendly
alternative energy sources to fossil fuels. From this point of view, the decarbonization of …
alternative energy sources to fossil fuels. From this point of view, the decarbonization of …
A review on the long-term performance of proton exchange membrane fuel cells: From degradation modeling to the effects of bipolar plates, sealings, and …
Proton-exchange membrane fuel cells (PEMFCs) are regarded as promising alternatives to
internal combustion engines (ICEs) to reduce pollution. Recent research on PEMFCs …
internal combustion engines (ICEs) to reduce pollution. Recent research on PEMFCs …
Membrane electrode assembly degradation modeling of proton exchange membrane fuel cells: A review
AM Dafalla, L Wei, BT Habte, J Guo, F Jiang - Energies, 2022 - mdpi.com
Proton exchange membrane fuel cells (PEMFCs) have been recognized as a promising
power generation source for a wide range of automotive, stationary, and portable electronic …
power generation source for a wide range of automotive, stationary, and portable electronic …
Application of bioelectrochemical systems and anaerobic additives in wastewater treatment: A conceptual review
The interspecies electron transfer (IET) between microbes and archaea is the key to how the
anaerobic digestion process performs. However, renewable energy technology that utilizes …
anaerobic digestion process performs. However, renewable energy technology that utilizes …
[HTML][HTML] Electrocatalytic activities of platinum and palladium catalysts for enhancement of direct formic acid fuel cells: An updated progress
ZAC Ramli, J Pasupuleti, TST Saharuddin… - Alexandria Engineering …, 2023 - Elsevier
Direct formic acid fuel cells (DFAFCs) have become an important technology and a clean
energy source for various applications. However, some drawbacks in DFAFC applications …
energy source for various applications. However, some drawbacks in DFAFC applications …