Multi-criteria evaluation and optimization of PEM fuel cell degradation system
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 120389 |
Journal / Publication | Applied Thermal Engineering |
Volume | 227 |
Online published | 15 Mar 2023 |
Publication status | Published - 5 Jun 2023 |
Link(s)
Abstract
This paper evaluated the performance of a proton exchange membrane fuel cell using multiple criteria, including thermodynamic, economic, and degradation aspects. The electric current, temperature, and hydrogen/oxygen pressures are the process parameters for evaluating the degradation rate, total costs, electrical efficiency, and cell power. The non-dominated sorted genetic algorithm-II (NSGA-II) optimized the system based on evaluation index improvement to reach the three-dimensional Pareto solution and the optimal operation parameter set. Low current and high hydrogen/oxygen pressure benefit the reduced degradation rate, decreased total costs, and improved electrical efficiency. Specifically, the optimized cell's degradation rate and total costs are reduced by 47.67% and 31.26%, respectively, compared with the control, unoptimized cell. The electrical efficiency at the optimal point is 44.29%, 11.14% higher than the control. Moreover, the total electrical power over a lifetime has increased due to the extended useful life. © 2023 Elsevier Ltd
Research Area(s)
- Degradation system, Multi-criteria evaluation, Multi-objective optimization, NSGA-Ⅱ, PEMFC
Citation Format(s)
Multi-criteria evaluation and optimization of PEM fuel cell degradation system. / Xu, Jiang-Hai; Yan, Han-Zhang; Zhang, Ben-Xi et al.
In: Applied Thermal Engineering, Vol. 227, 120389, 05.06.2023.
In: Applied Thermal Engineering, Vol. 227, 120389, 05.06.2023.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review