Recent advances in artificial neural network research for modeling hydrogen production processes

G Bilgiç, E Bendeş, B Öztürk, S Atasever - International Journal of …, 2023 - Elsevier
Abstract Artificial Neural Networks (ANN) have been widely used by scientists in a variety of
energy modes (biomass, wind, solar, geothermal, and hydroelectric). This review highlights …

[HTML][HTML] Evaluation Criterion of Proton Exchange Membrane (ECPEM) fuel cells considering inserted porous media inside the gas flow channel

H Pourrahmani - Applied Thermal Engineering, 2022 - Elsevier
The focus of this study is to evaluate the effects of porous media inside the gas flow channel
of Proton Exchange Membrane Fuel Cells (PEMFC) on four different output parameters of …

[HTML][HTML] Towards Reliable Prediction of Performance for Polymer Electrolyte Membrane Fuel Cells via Machine Learning-Integrated Hybrid Numerical Simulations

R Kaiser, CY Ahn, YH Kim, JC Park - Processes, 2024 - mdpi.com
For mitigating global warming, polymer electrolyte membrane fuel cells have become
promising, clean, and sustainable alternatives to existing energy sources. To increase the …

Multi objective optimization using artificial neural network to maximize the power output of PEMFCs

S Ghosh, A Routh, M Rahaman… - Indian Chemical …, 2024 - Taylor & Francis
Designing a PEM fuel cell model is exceedingly challenging because of its multivariate in
nature. Optimization is required to achieve highest operating condition. Neural Network …

[PDF][PDF] Hybrid fuel cell-supercapacitor system: modeling and energy management using Proteus.

M Haidoury, M Rachidi, H El Hadraoui… - International Journal of …, 2024 - academia.edu
The increasing adoption of electric vehicles (EVs) presents a promising solution for
achieving sustainable transportation and reducing carbon emissions. To keep pace with …

Review of hydrogen fuel cell as an emergent field in green technology

P Salodkar, S Meshram, S Dey - 2022 Second International …, 2022 - ieeexplore.ieee.org
Sustainable electrical systems emphasize energy conservation and environmental
protection. One of the ways to achieve this is by using an efficient fuel cell system. Designing …

[PDF][PDF] Chapter-7 Fuel Cell: Challenges and Roles of Artificial Intelligence for Performance Improvement

B Singh, V Kumar, PK Dubey, N Kumar - MULTIDISCIPLINARY, 2023 - researchgate.net
Fuel cells are used in many applications, from personal use to energy generation stations.
The fuel cell systems consist of a fuel cell stack, and its components to control air, H2O …