Water transport in PEMFC with metal foam flow fields: Visualization based on AI image recognition
Author
Abstract
Suggested Citation
DOI: 10.1016/j.apenergy.2024.123273
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
- Chang, Yafei & Qin, Yanzhou & Yin, Yan & Zhang, Junfeng & Li, Xianguo, 2018. "Humidification strategy for polymer electrolyte membrane fuel cells – A review," Applied Energy, Elsevier, vol. 230(C), pages 643-662.
- Hasheminasab, M. & Kermani, M.J. & Nourazar, S.S. & Khodsiani, M.H., 2020. "A novel experimental based statistical study for water management in proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 264(C).
- Li, Yuehua & Pei, Pucheng & Wu, Ziyao & Xu, Huachi & Chen, Dongfang & Huang, Shangwei, 2017. "Novel approach to determine cathode two-phase-flow pressure drop of proton exchange membrane fuel cell and its application on water management," Applied Energy, Elsevier, vol. 190(C), pages 713-724.
- Pang, Yiheng & Hao, Liang & Wang, Yun, 2022. "Convolutional neural network analysis of radiography images for rapid water quantification in PEM fuel cell," Applied Energy, Elsevier, vol. 321(C).
- Tavakoli, B. & Roshandel, R., 2011. "The effect of fuel cell operational conditions on the water content distribution in the polymer electrolyte membrane," Renewable Energy, Elsevier, vol. 36(12), pages 3319-3331.
- Ashrafi, Moosa & Shams, Mehrzad, 2017. "The effects of flow-field orientation on water management in PEM fuel cells with serpentine channels," Applied Energy, Elsevier, vol. 208(C), pages 1083-1096.
- Wang, Yun & Chen, Ken S. & Mishler, Jeffrey & Cho, Sung Chan & Adroher, Xavier Cordobes, 2011. "A review of polymer electrolyte membrane fuel cells: Technology, applications, and needs on fundamental research," Applied Energy, Elsevier, vol. 88(4), pages 981-1007, April.
- Afshari, E. & Mosharaf-Dehkordi, M. & Rajabian, H., 2017. "An investigation of the PEM fuel cells performance with partially restricted cathode flow channels and metal foam as a flow distributor," Energy, Elsevier, vol. 118(C), pages 705-715.
- Park, Jae Wan & Jiao, Kui & Li, Xianguo, 2010. "Numerical investigations on liquid water removal from the porous gas diffusion layer by reactant flow," Applied Energy, Elsevier, vol. 87(7), pages 2180-2186, July.
- Awin, Yussef & Dukhan, Nihad, 2019. "Experimental performance assessment of metal-foam flow fields for proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
- Li, Wenkai & Zhang, Qinglei & Wang, Chao & Yan, Xiaohui & Shen, Shuiyun & Xia, Guofeng & Zhu, Fengjuan & Zhang, Junliang, 2017. "Experimental and numerical analysis of a three-dimensional flow field for PEMFCs," Applied Energy, Elsevier, vol. 195(C), pages 278-288.
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.- Yao, Jing & Wu, Zhen & Wang, Huan & Yang, Fusheng & Xuan, Jin & Xing, Lei & Ren, Jianwei & Zhang, Zaoxiao, 2022. "Design and multi-objective optimization of low-temperature proton exchange membrane fuel cells with efficient water recovery and high electrochemical performance," Applied Energy, Elsevier, vol. 324(C).
- Zhang, Lu & Liu, Jie & Du, Shaojie & Zhao, Chen, 2024. "Multiphase flow dynamics in metal foam proton exchange membrane fuel cell," Renewable Energy, Elsevier, vol. 226(C).
- Jiang, Wei & Zhang, Kai & Huang, Xing & Cai, Zhen & Zheng, Jinjin & Kai, Yue & Zheng, Bailin & Song, Ke, 2024. "Influence of clamping pressure on contact pressure uniformity and electrical output performance of proton exchange membrane fuel cell," Applied Energy, Elsevier, vol. 353(PA).
- Xiong, Kangning & Wu, Wei & Wang, Shuangfeng & Zhang, Lin, 2021. "Modeling, design, materials and fabrication of bipolar plates for proton exchange membrane fuel cell: A review," Applied Energy, Elsevier, vol. 301(C).
- Kermani, M.J. & Moein-Jahromi, M. & Hasheminasab, M.R. & Ebrahimi, F. & Wei, L. & Guo, J. & Jiang, F.M., 2022. "Application of a foam-based functionally graded porous material flow-distributor to PEM fuel cells," Energy, Elsevier, vol. 254(PB).
- Hasheminasab, M. & Kermani, M.J. & Nourazar, S.S. & Khodsiani, M.H., 2020. "A novel experimental based statistical study for water management in proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 264(C).
- Hou, Yuze & Deng, Hao & Pan, Fengwen & Chen, Wenmiao & Du, Qing & Jiao, Kui, 2019. "Pore-scale investigation of catalyst layer ingredient and structure effect in proton exchange membrane fuel cell," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
- Chen, Hao & Guo, Hang & Ye, Fang & MA, Chong Fang, 2022. "Cell performance and flow losses of proton exchange membrane fuel cells with orientated-type flow channels," Renewable Energy, Elsevier, vol. 181(C), pages 1338-1352.
- Wang, Yulin & Wang, Xiaoai & Fan, Yuanzhi & He, Wei & Guan, Jinglei & Wang, Xiaodong, 2022. "Numerical Investigation of Tapered Flow Field Configurations for Enhanced Polymer Electrolyte Membrane Fuel Cell Performance," Applied Energy, Elsevier, vol. 306(PA).
- Luka Mihanović & Željko Penga & Lei Xing & Viktor Hacker, 2021. "Combining Baffles and Secondary Porous Layers for Performance Enhancement of Proton Exchange Membrane Fuel Cells," Energies, MDPI, vol. 14(12), pages 1-28, June.
- Jiao, Kui & Bachman, John & Zhou, Yibo & Park, Jae Wan, 2014. "Effect of induced cross flow on flow pattern and performance of proton exchange membrane fuel cell," Applied Energy, Elsevier, vol. 115(C), pages 75-82.
- Chen, Xi & Yang, Chen & Sun, Yun & Liu, Qinxiao & Wan, Zhongmin & Kong, Xiangzhong & Tu, Zhengkai & Wang, Xiaodong, 2022. "Water management and structure optimization study of nickel metal foam as flow distributors in proton exchange membrane fuel cell," Applied Energy, Elsevier, vol. 309(C).
- Wu, Horng-Wen & Ku, Hui-Wen, 2011. "The optimal parameters estimation for rectangular cylinders installed transversely in the flow channel of PEMFC from a three-dimensional PEMFC model and the Taguchi method," Applied Energy, Elsevier, vol. 88(12), pages 4879-4890.
- Li, Yuehua & Pei, Pucheng & Ma, Ze & Ren, Peng & Huang, Hao, 2020. "Analysis of air compression, progress of compressor and control for optimal energy efficiency in proton exchange membrane fuel cell," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
- Cai, Genchun & Liang, Yunmin & Liu, Zhichun & Liu, Wei, 2020. "Design and optimization of bio-inspired wave-like channel for a PEM fuel cell applying genetic algorithm," Energy, Elsevier, vol. 192(C).
- Yin, Cong & Song, Yating & Liu, Meiru & Gao, Yan & Li, Kai & Qiao, Zemin & Tang, Hao, 2022. "Investigation of proton exchange membrane fuel cell stack with inversely phased wavy flow field design," Applied Energy, Elsevier, vol. 305(C).
- Wu, Horng-Wen, 2016. "A review of recent development: Transport and performance modeling of PEM fuel cells," Applied Energy, Elsevier, vol. 165(C), pages 81-106.
- Son, Jonghyun & Um, Sukkee & Kim, Young-Beom, 2022. "Relationship between number of turns of serpentine structure with metal foam flow field and polymer electrolyte membrane fuel cell performance," Renewable Energy, Elsevier, vol. 188(C), pages 372-383.
- Niu, Zhiqiang & Bao, Zhiming & Wu, Jingtian & Wang, Yun & Jiao, Kui, 2018. "Two-phase flow in the mixed-wettability gas diffusion layer of proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 232(C), pages 443-450.
- Ye, Lingfeng & Qiu, Diankai & Peng, Linfa & Lai, Xinmin, 2022. "Microstructures and electrical conductivity properties of compressed gas diffusion layers using X-ray tomography," Applied Energy, Elsevier, vol. 326(C).
More about this item
Keywords
PEMFC; Metal foam flow field; Water transport; Visualization; AI image recognition;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:appene:v:365:y:2024:i:c:s0306261924006561. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.