Hydrogen Poland Research

Hydrogen Poland Research Modeling of fuel cells (SOFC, MCFC, PEMFC, DMFC)—Fuel Cell Certificates—Experimental—Artificial Inteligence

We are providing full characterization of fuel cells:

– Experimental validation
> up to 650 °C
> up to 10 x 10 cm
> up to 4 bar

– Fuel Cell Certificates
> current-voltage curve,
> max power density
> efficiency vs load curve
> degradation rate

We are providing full mathematical modeling of fuel cells:

– Classical approach
> activation losses
> ohmic losses
> concentration losses

– Advance approach
> ionic internal resistance
> electronic internal resistance
> maximum current density

– Artificial Intelligence
> Artificial Neural Networks for current-voltage curve modeling
> Genetic Algorithms for optimal working point selection
> Artificial Immune for degradation rate ajustments

– Multilevel modeling
> 0D
> 1D
> 2D
> 3D
> dynamic
> techno-economic

https://www.mdpi.com/2071-1050/17/24/11234
15/12/2025

https://www.mdpi.com/2071-1050/17/24/11234

The study examines the influence of diverse flue gas compositions on the operational parameters and efficiency of MCFCs (molten carbonate fuel cells) as CO2 separation devices to provide foundational knowledge on MCFC operation under various industrial conditions. MCFCs inherently rely on the presen...

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Warsaw
00-665

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