3D hybrid stochastic reconstruction of catalyst layers in proton exchange membrane fuel cells from 2D images
Author
Abstract
Suggested Citation
DOI: 10.1016/j.energy.2023.128200
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Li, Yubai & Zhou, Zhifu & Liu, Xianglei & Wu, Wei-Tao, 2019. "Modeling of PEM fuel cell with thin MEA under low humidity operating condition," Applied Energy, Elsevier, vol. 242(C), pages 1513-1527.
- Zhao, Jian & Ozden, Adnan & Shahgaldi, Samaneh & Alaefour, Ibrahim E. & Li, Xianguo & Hamdullahpur, Feridun, 2018. "Effect of Pt loading and catalyst type on the pore structure of porous electrodes in polymer electrolyte membrane (PEM) fuel cells," Energy, Elsevier, vol. 150(C), pages 69-76.
- Ismail, M.S. & Ingham, D.B. & Ma, L. & Hughes, K.J. & Pourkashanian, M., 2017. "Effects of catalyst agglomerate shape in polymer electrolyte fuel cells investigated by a multi-scale modelling framework," Energy, Elsevier, vol. 122(C), pages 420-430.
- Xing, Lei & Shi, Weidong & Su, Huaneng & Xu, Qian & Das, Prodip K. & Mao, Baodong & Scott, Keith, 2019. "Membrane electrode assemblies for PEM fuel cells: A review of functional graded design and optimization," Energy, Elsevier, vol. 177(C), pages 445-464.
- Fofana, Daouda & Natarajan, Sadesh Kumar & Hamelin, Jean & Benard, Pierre, 2014. "Low platinum, high limiting current density of the PEMFC (proton exchange membrane fuel cell) based on multilayer cathode catalyst approach," Energy, Elsevier, vol. 64(C), pages 398-403.
- Liu, Shengchu & Hua, Shiyang & Lin, Rui & Wang, Hong & Cai, Xin & Ji, Weichen, 2022. "Improving the performance and durability of low Pt-loaded MEAs by adjusting the distribution positions of Pt particles in cathode catalyst layer," Energy, Elsevier, vol. 253(C).
- L. Ingber, 1993. "Simulated annealing: Practice versus theory," Lester Ingber Papers 93sa, Lester Ingber.
- Das, Prodip K. & Li, Xianguo & Liu, Zhong-Sheng, 2010. "Effective transport coefficients in PEM fuel cell catalyst and gas diffusion layers: Beyond Bruggeman approximation," Applied Energy, Elsevier, vol. 87(9), pages 2785-2796, September.
- Lin, Rui & Wang, Hong & Zhu, Yu, 2021. "Optimizing the structural design of cathode catalyst layer for PEM fuel cells for improving mass-specific power density," Energy, Elsevier, vol. 221(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Fan, Ruijia & Chang, Guofeng & Xu, Yiming & Xu, Jiamin, 2023. "Multi-objective optimization of graded catalyst layer to improve performance and current density uniformity of a PEMFC," Energy, Elsevier, vol. 262(PB).
- Zhao, Jian & Li, Xianguo & Shum, Chris & McPhee, John, 2023. "Control-oriented computational fuel cell dynamics modeling – Model order reduction vs. computational speed," Energy, Elsevier, vol. 266(C).
- Wan, Yue & Qiu, Diankai & Yi, Peiyun & Peng, Linfa & Lai, Xinmin, 2022. "Design and optimization of gradient wettability pore structure of adaptive PEM fuel cell cathode catalyst layer," Applied Energy, Elsevier, vol. 312(C).
- Shahgaldi, Samaneh & Ozden, Adnan & Li, Xianguo & Hamdullahpur, Feridun, 2020. "A scaled-up proton exchange membrane fuel cell with enhanced performance and durability," Applied Energy, Elsevier, vol. 268(C).
- Zhang, Yong & He, Shirong & Jiang, Xiaohui & Xiong, Mu & Ye, Yuntao & Yang, Xi, 2023. "Three-dimensional multi-phase simulation of proton exchange membrane fuel cell performance considering constriction straight channel," Energy, Elsevier, vol. 267(C).
- Zhang, Xiaoqing & Yang, Jiapei & Ma, Xiao & Zhuge, Weilin & Shuai, Shijin, 2022. "Modelling and analysis on effects of penetration of microporous layer into gas diffusion layer in PEM fuel cells: Focusing on mass transport," Energy, Elsevier, vol. 254(PA).
- Fabian Scheepers & Markus Stähler & Andrea Stähler & Edward Rauls & Martin Müller & Marcelo Carmo & Werner Lehnert, 2020. "Improving the Efficiency of PEM Electrolyzers through Membrane-Specific Pressure Optimization," Energies, MDPI, vol. 13(3), pages 1-21, February.
- Chen, Dongfang & Pan, Lyuming & Pei, Pucheng & Huang, Shangwei & Ren, Peng & Song, Xin, 2021. "Carbon-coated oxygen vacancies-rich Co3O4 nanoarrays grow on nickel foam as efficient bifunctional electrocatalysts for rechargeable zinc-air batteries," Energy, Elsevier, vol. 224(C).
- Hwang, Jenn-Jiang, 2013. "Thermal control and performance assessment of a proton exchanger membrane fuel cell generator," Applied Energy, Elsevier, vol. 108(C), pages 184-193.
- Kiyani, Roya & Rowshanzamir, Soosan & Parnian, Mohammad Javad, 2016. "Nitrogen doped graphene supported palladium-cobalt as a promising catalyst for methanol oxidation reaction: Synthesis, characterization and electrocatalytic performance," Energy, Elsevier, vol. 113(C), pages 1162-1173.
- Bergey, Paul K. & Ragsdale, Cliff, 2005. "Modified differential evolution: a greedy random strategy for genetic recombination," Omega, Elsevier, vol. 33(3), pages 255-265, June.
- Ahmed Mohmed Dafalla & Lin Wei & Bereket Tsegai Habte & Jian Guo & Fangming Jiang, 2022. "Membrane Electrode Assembly Degradation Modeling of Proton Exchange Membrane Fuel Cells: A Review," Energies, MDPI, vol. 15(23), pages 1-26, December.
- Song, Xingjuan & Zhang, Dongming, 2014. "Bimetallic Ag–Ni/C particles as cathode catalyst in AFCs (alkaline fuel cells)," Energy, Elsevier, vol. 70(C), pages 223-230.
- Yang, Yue & Yuan, Songmei & Liu, Jieyuan & Zhang, Zikang & Lu, Tie, 2024. "Effect of catalyst ink particle size on the structure of the catalyst layer and electrical performance in the process of ultrasonic spray manufacturing PEMFCs," Energy, Elsevier, vol. 294(C).
- Moriguchi, Kai & Ueki, Tatsuhito & Saito, Masashi, 2020. "Establishing optimal forest harvesting regulation with continuous approximation," Operations Research Perspectives, Elsevier, vol. 7(C).
- Periklis Mountrichas & Wendi Zhao & Mehtab Singh Randeva & Prodip K. Das, 2023. "Entropy Generation of CuO-Water Nanofluid in a Cavity with an Intruded Rectangular Fin," Energies, MDPI, vol. 16(2), pages 1-15, January.
- Ismail, M.S. & Ingham, D.B. & Ma, L. & Hughes, K.J. & Pourkashanian, M., 2017. "Effects of catalyst agglomerate shape in polymer electrolyte fuel cells investigated by a multi-scale modelling framework," Energy, Elsevier, vol. 122(C), pages 420-430.
- Liu, Huize & Hu, Zunyan & Li, Jianqiu & Xu, Liangfei & Shao, Yangbin & Ouyang, Minggao, 2023. "Investigation on the optimal GDL thickness design for PEMFCs considering channel/rib geometry matching and operating conditions," Energy, Elsevier, vol. 282(C).
- David Easterling & Layne Watson & Michael Madigan & Brent Castle & Michael Trosset, 2014. "Parallel deterministic and stochastic global minimization of functions with very many minima," Computational Optimization and Applications, Springer, vol. 57(2), pages 469-492, March.
- Zhang, Qinguo & Tong, Zheming & Tong, Shuiguang & Cheng, Zhewu, 2021. "Self-humidifying effect of air self-circulation system for proton exchange membrane fuel cell engines," Renewable Energy, Elsevier, vol. 164(C), pages 1143-1155.
More about this item
Keywords
Catalyst layer; Stochastic reconstruction; PEM fuel cell; Simulated annealing;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:281:y:2023:i:c:s0360544223015943. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.