2014
DOI: 10.1016/j.apenergy.2014.05.009
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Designed experiments to characterize PEMFC material properties and performance

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Cited by 43 publications
(20 citation statements)
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“…6a compared to the low pressure case in Fig. 6b as the reactant pressure has a positive effect on this cell configuration [22]. This is due to a decreased absolute amount of water in g per kg dry gas at a constant relative humidity and temperature under increased absolute gas pressures.…”
Section: Resultsmentioning
confidence: 92%
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“…6a compared to the low pressure case in Fig. 6b as the reactant pressure has a positive effect on this cell configuration [22]. This is due to a decreased absolute amount of water in g per kg dry gas at a constant relative humidity and temperature under increased absolute gas pressures.…”
Section: Resultsmentioning
confidence: 92%
“…The baseline was selected at an optimized operating point for the cell 1 configuration determined in previous work [22]. The cell and gas inlet temperatures was 70 C, the reactant inlet pressures were 200 kPa, the stoichiometric rates for anode and cathode were 1.5 and 2.5, respectively, and the inlet gas RH for both anode and cathode was 100%.…”
Section: Resultsmentioning
confidence: 99%
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“…When there are several parameters to evaluate, numerical methods are helpful tools to analyze parameter interactions to reduce number of experiments. Soft computing methods and statistical experiment design techniques such as artificial neural network (ANN), fuzzy logic, genetic programming (GP), and design of experiment (DoE) are commonly used for evaluation, modeling, and optimization in various fields . Generally, ANNs, GP, and similar advanced numerical methods are chosen for the complex and nonlinear processes.…”
Section: Introductionmentioning
confidence: 99%
“…Out of these renewable energy sources, hydrogen is one of the promising energy sources since it is not only the lightest and the most abundant element on earth but also carries a high energy density by weight and is environmentally benign [4e6]. Commonly, the utilization of hydrogen energy is often made possible through devices, such as proton exchange membrane fuel cells (PEMFCs), which deliver the electrical energy and emit water as the exhaust [2]. However, the safe and effective hydrogen storage materials, as well as the reliable generation and supplement of hydrogen to PEMFCs are still of grave concern and under extensive development to the realization of the hydrogen economy [7,8].…”
Section: Introductionmentioning
confidence: 99%