“…Energy consumption is also essential for economic development and prosperity, especially for electricity generation and industrial use ( Babar et al, 2022 ; Hanif et al, 2023a ; Antonova, 2023 ; Gordeev and Porotnikova, 2023 ; Shaheen et al, 2023 ). Fossil fuels are still the primary sources of energy but concerns about greenhouse gas emissions and climate change have increased, forcing the world to explore renewable and sustainable energy sources ( Hanif et al, 2022 ; Irshad et al, 2022 ; Demin and Bronin, 2023 ; Pikalova et al, 2023 ). Fuel cells, particularly solid oxide fuel cells (SOFCs), have become prominent contenders amongst alternative energy sources because of their efficiency, ability to use multiple fuels, and little or no greenhouse gas emissions ( Rafique et al, 2022 ; Hanif et al, 2023b ; Khan et al, 2023 ; Rauf et al, 2023 ; Tarasova et al, 2023 ; Babar et al, 2024 ).…”