Impedance Acquisition of Proton Exchange Membrane Fuel Cell Using Deeper Learning Network
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Jiao, Jieran & Chen, Fengxiang, 2022. "Humidity estimation of vehicle proton exchange membrane fuel cell under variable operating temperature based on adaptive sliding mode observation," Applied Energy, Elsevier, vol. 313(C).
- Lee, Jiseung & Salihi, Hassan & Lee, Jaeseung & Ju, Hyunchul, 2022. "Impedance modeling for polymer electrolyte membrane fuel cells by combining the transient two-phase fuel cell and equivalent electric circuit models," Energy, Elsevier, vol. 239(PC).
- Ren, Peng & Pei, Pucheng & Li, Yuehua & Wu, Ziyao & Chen, Dongfang & Huang, Shangwei & Jia, Xiaoning, 2019. "Diagnosis of water failures in proton exchange membrane fuel cell with zero-phase ohmic resistance and fixed-low-frequency impedance," Applied Energy, Elsevier, vol. 239(C), pages 785-792.
- Danqi Su & Jiayang Zheng & Junjie Ma & Zizhe Dong & Zhangjie Chen & Yanzhou Qin, 2023. "Application of Machine Learning in Fuel Cell Research," Energies, MDPI, vol. 16(11), pages 1-32, May.
- Peter Reithuber & Florian Poimer & Stefan Brandstätter & Eberhard Schutting & Simon Buchberger & Alexander Trattner & Helmut Eichlseder, 2023. "Experimental Investigation of the Influence of NO on a PEM Fuel Cell System and Voltage Recovery Strategies," Energies, MDPI, vol. 16(9), pages 1-18, April.
- Yuan, Hao & Dai, Haifeng & Ming, Pingwen & Wang, Xueyuan & Wei, Xuezhe, 2021. "Quantitative analysis of internal polarization dynamics for polymer electrolyte membrane fuel cell by distribution of relaxation times of impedance," Applied Energy, Elsevier, vol. 303(C).
- Xinjie Xu & Kai Li & Zhenjie Liao & Jishen Cao & Renkang Wang, 2022. "A Closed-Loop Water Management Methodology for PEM Fuel Cell System Based on Impedance Information Feedback," Energies, MDPI, vol. 15(20), pages 1-16, October.
- Yuan, Hao & Dai, Haifeng & Ming, Pingwen & Li, Sida & Wei, Xuezhe, 2022. "A new insight into the effects of agglomerate parameters on internal dynamics of proton exchange membrane fuel cell by an advanced impedance dimension model," Energy, Elsevier, vol. 253(C).
- Xing, Lei & Das, Prodip K. & Song, Xueguan & Mamlouk, Mohamed & Scott, Keith, 2015. "Numerical analysis of the optimum membrane/ionomer water content of PEMFCs: The interaction of Nafion® ionomer content and cathode relative humidity," Applied Energy, Elsevier, vol. 138(C), pages 242-257.
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.- Zhao, Lei & Yuan, Hao & Xie, Jiaping & Jiang, Shangfeng & Wei, Xuezhe & Tang, Wei & Ming, Pingwen & Dai, Haifeng, 2023. "Inconsistency evaluation of vehicle-oriented fuel cell stacks based on electrochemical impedance under dynamic operating conditions," Energy, Elsevier, vol. 265(C).
- Zhao, Lei & Hong, Jichao & Xie, Jiaping & Jiang, Shangfeng & Wei, Xuezhe & Ming, Pingwen & Dai, Haifeng, 2023. "Investigation of local sensitivity for vehicle-oriented fuel cell stacks based on electrochemical impedance spectroscopy," Energy, Elsevier, vol. 262(PA).
- Yuan, Hao & Zhou, Shulin & Zhang, Shaozhe & Tang, Wei & Jiang, Bo & Wei, Xuezhe & Dai, Haifeng, 2024. "Unconventional frequency response analysis of PEM fuel cell based on high-order frequency response function and total harmonic distortion," Applied Energy, Elsevier, vol. 357(C).
- Yuan, Hao & Dai, Haifeng & Ming, Pingwen & Li, Sida & Wei, Xuezhe, 2022. "A new insight into the effects of agglomerate parameters on internal dynamics of proton exchange membrane fuel cell by an advanced impedance dimension model," Energy, Elsevier, vol. 253(C).
- Ma, Yangyang & Wang, Xueyuan & Yuan, Hao & Chang, Guofeng & Zhu, Jiangong & Dai, Haifeng & Wei, Xuezhe, 2025. "Review of electrochemical impedance spectroscopy in fault diagnosis for proton exchange membrane fuel cells," Renewable and Sustainable Energy Reviews, Elsevier, vol. 211(C).
- Li, Yuehua & Pei, Pucheng & Ma, Ze & Ren, Peng & Wu, Ziyao & Chen, Dongfang & Huang, Hao, 2019. "Characteristic analysis in lowering current density based on pressure drop for avoiding flooding in proton exchange membrane fuel cell," Applied Energy, Elsevier, vol. 248(C), pages 321-329.
- Abdollahzadeh, M. & Ribeirinha, P. & Boaventura, M. & Mendes, A., 2018. "Three-dimensional modeling of PEMFC with contaminated anode fuel," Energy, Elsevier, vol. 152(C), pages 939-959.
- 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).
- Saeidfar, Asal & Yesilyurt, Serhat, 2023. "Numerical investigation of the effects of catalyst layer composition and channel to rib width ratios for low platinum loaded PEMFCs," Applied Energy, Elsevier, vol. 339(C).
- Haibo Huo & Jiajie Chen & Ke Wang & Fang Wang & Guangzhe Jin & Fengxiang Chen, 2023. "State Estimation of Membrane Water Content of PEMFC Based on GA-BP Neural Network," Sustainability, MDPI, vol. 15(11), pages 1-16, June.
- Zhang, Ruiyuan & Min, Ting & Chen, Li & Li, Hailong & Yan, Jinyue & Tao, Wen-Quan, 2022. "Pore-scale study of effects of relative humidity on reactive transport processes in catalyst layers in PEMFC," Applied Energy, Elsevier, vol. 323(C).
- Pan, Mingzhang & Pan, Chengjie & Li, Chao & Zhao, Jian, 2021. "A review of membranes in proton exchange membrane fuel cells: Transport phenomena, performance and durability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
- Chen, Huicui & Zhang, Ruirui & Xia, Zhifeng & Weng, Qianyao & Zhang, Tong & Pei, Pucheng, 2023. "Experimental investigation on PEM fuel cell flooding mitigation under heavy loading condition," Applied Energy, Elsevier, vol. 349(C).
- Akira Nishimura & Kyohei Toyoda & Yuya Kojima & Syogo Ito & Eric Hu, 2021. "Numerical Simulation on Impacts of Thickness of Nafion Series Membranes and Relative Humidity on PEMFC Operated at 363 K and 373 K," Energies, MDPI, vol. 14(24), pages 1-24, December.
- Xinjie Xu & Kai Li & Zhenjie Liao & Jishen Cao & Renkang Wang, 2022. "A Closed-Loop Water Management Methodology for PEM Fuel Cell System Based on Impedance Information Feedback," Energies, MDPI, vol. 15(20), pages 1-16, October.
- Do Yeong Jung & Dong Kun Song & Jung Soo Kim & Seung Heon Lee & Gyeong Won Min & Jong Hyun Son & Gu Young Cho, 2024. "Numerical Investigation of Effects of Obstacles in Flow Channels and Depth of Flow Channels for PEMFCs," Sustainability, MDPI, vol. 16(22), pages 1-22, November.
- Tsai, Shang-Wen & Chen, Yong-Song, 2017. "A mathematical model to study the energy efficiency of a proton exchange membrane fuel cell with a dead-ended anode," Applied Energy, Elsevier, vol. 188(C), pages 151-159.
- 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).
- Yu, Ruijiao & Guo, Hang & Chen, Hao & Ye, Fang, 2023. "Effect of ionomer volume fraction within cathode catalyst layer on performance of a PEMFC," Energy, Elsevier, vol. 277(C).
- Akira Nishimura & Kyohei Toyoda & Daiki Mishima & Syogo Ito & Eric Hu, 2022. "Numerical Analysis on Impact of Thickness of PEM and GDL with and without MPL on Coupling Phenomena in PEFC Operated at Higher Temperature Such as 363 K and 373 K," Energies, MDPI, vol. 15(16), pages 1-31, August.
Corrections
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:gam:jeners:v:16:y:2023:i:14:p:5556-:d:1200271. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.