2024
DOI: 10.1016/j.heliyon.2024.e27555
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PEMFC model identification using a squeezenet developed by modified transient search optimization algorithm

Rulin Duan,
Defeng Lin,
Gholamreza Fathi
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“…Although PEMFCs are efficient considering the output power and the environmental aspect compared to fossil fuel-based power generators, the lifetime should be considered deliberately [ 14 ]. Although there have been many studies on the durability of the PEMFC systems [ 15 ] and operational parameters optimizations [ 16 ], further attention should be given to the real-time detection of contamination in PEMFC just like similar studies that have tried to mitigate the hydrogen sulfide amount in different applications [ 17 ]. Based on the defined targets by the Department of Energy (DOE), the lifetime of 8000 h at a voltage of 0.8 V and the performance of 300 ( ) is aimed at 2025 [ 18 ].…”
Section: Introductionmentioning
confidence: 99%
“…Although PEMFCs are efficient considering the output power and the environmental aspect compared to fossil fuel-based power generators, the lifetime should be considered deliberately [ 14 ]. Although there have been many studies on the durability of the PEMFC systems [ 15 ] and operational parameters optimizations [ 16 ], further attention should be given to the real-time detection of contamination in PEMFC just like similar studies that have tried to mitigate the hydrogen sulfide amount in different applications [ 17 ]. Based on the defined targets by the Department of Energy (DOE), the lifetime of 8000 h at a voltage of 0.8 V and the performance of 300 ( ) is aimed at 2025 [ 18 ].…”
Section: Introductionmentioning
confidence: 99%