IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v151y2018icp689-695.html
   My bibliography  Save this article

Gas diffusion layer development using design of experiments for the optimization of a proton exchange membrane fuel cell performance

Author

Listed:
  • Laoun, Brahim
  • Kasat, Harshal A.
  • Ahmad, Riaz
  • Kannan, Arunachala M.

Abstract

Gas Diffusion Layer (GDL) was optimized to maximize the performance of a Proton Exchange Membrane Fuel Cell (PEMFC) using design of experiments (DoE). The fabrication of the GDLs consisted of using a non-woven carbon paper substrate, coated with a mixture (slurry) of Pureblack Carbon (PB), Vapor Grown Carbon Fiber (VGCF) and the polytetrafluoroethylene (PTFE), all dispersed in water containing Sodium Dodecyl Sulfate (SDS). The concentration of PB and the PTFE in the slurry was organized through the application of a 22 full factorial design of experiments, with the quantity of PB and the quantity of PTFE as the factors. For each GDLs a Membrane-Electrodes Assemblies (MEA) were fabricated using Catalyst Coated Nafion Membrane CCM, in a single cell PEMFC, then the polarization curve was evaluated using H2/Air as well as H2/O2 at various relative humidity (RH) conditions. In addition, each GDLs were characterized by pore size distribution and contact angle using SEM, Goniometer and Hg Porosimeter. It was found that the optimized GDLs exhibited a power density of 487 mW/cm2 (H2/Air, 70 °C, 70% RH,) and 995 mW/cm2 (H2/O2,70 °C, 100% RH) for the optimum composition of 73% PB and 34% PTFE.

Suggested Citation

  • Laoun, Brahim & Kasat, Harshal A. & Ahmad, Riaz & Kannan, Arunachala M., 2018. "Gas diffusion layer development using design of experiments for the optimization of a proton exchange membrane fuel cell performance," Energy, Elsevier, vol. 151(C), pages 689-695.
  • Handle: RePEc:eee:energy:v:151:y:2018:i:c:p:689-695
    DOI: 10.1016/j.energy.2018.03.096
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S036054421830505X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2018.03.096?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jack P. C. Kleijnen, 2015. "Response Surface Methodology," International Series in Operations Research & Management Science, in: Michael C Fu (ed.), Handbook of Simulation Optimization, edition 127, chapter 0, pages 81-104, Springer.
    2. Carton, J.G. & Olabi, A.G., 2010. "Design of experiment study of the parameters that affect performance of three flow plate configurations of a proton exchange membrane fuel cell," Energy, Elsevier, vol. 35(7), pages 2796-2806.
    3. Thepkaew, Jarupuk & Therdthianwong, Apichai & Therdthianwong, Supaporn, 2008. "Key parameters of active layers affecting proton exchange membrane (PEM) fuel cell performance," Energy, Elsevier, vol. 33(12), pages 1794-1800.
    4. Flick, Sarah & Schwager, Maximilian & McCarthy, Edward & Mérida, Walter, 2014. "Designed experiments to characterize PEMFC material properties and performance," Applied Energy, Elsevier, vol. 129(C), pages 135-146.
    5. Guerrero Moreno, Nayibe & Cisneros Molina, Myriam & Gervasio, Dominic & Pérez Robles, Juan Francisco, 2015. "Approaches to polymer electrolyte membrane fuel cells (PEMFCs) and their cost," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 897-906.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pourrahmani, Hossein & Van herle, Jan, 2022. "Water management of the proton exchange membrane fuel cells: Optimizing the effect of microstructural properties on the gas diffusion layer liquid removal," Energy, Elsevier, vol. 256(C).
    2. Cha, Dowon & Yang, Wonseok & Kim, Yongchan, 2019. "Performance improvement of self-humidifying PEM fuel cells using water injection at various start-up conditions," Energy, Elsevier, vol. 183(C), pages 514-524.
    3. 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).
    4. Hosseini, Mirollah & Afrouzi, Hamid Hassanzadeh & Arasteh, Hossein & Toghraie, Davood, 2019. "Energy analysis of a proton exchange membrane fuel cell (PEMFC) with an open-ended anode using agglomerate model: A CFD study," Energy, Elsevier, vol. 188(C).
    5. Li, Fangju & Cai, Shanshan & Li, Song & Luo, Xiaobing & Tu, Zhengkai, 2024. "Pore-scale study of water and mass transport characteristic in anion exchange membrane fuel cells with anisotropic gas diffusion layer," Energy, Elsevier, vol. 293(C).
    6. Bhosale, Amit C. & Rengaswamy, Raghunathan, 2019. "Interfacial contact resistance in polymer electrolyte membrane fuel cells: Recent developments and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    7. Iván E. Villalón-Turrubiates & Rogelio López-Herrera & Jorge L. García-Alcaraz & José R. Díaz-Reza & Arturo Soto-Cabral & Iván González-Lazalde & Gerardo Grijalva-Avila & José L. Rodríguez-Álvarez, 2022. "A Non-Invasive Method to Evaluate Fuzzy Process Capability Indices via Coupled Applications of Artificial Neural Networks and the Placket–Burman DOE," Mathematics, MDPI, vol. 10(16), pages 1-27, August.
    8. Yuan, Xian Ming & Guo, Hang & Liu, Jia Xing & Ye, Fang & Ma, Chong Fang, 2018. "Influence of operation parameters on mode switching from electrolysis cell mode to fuel cell mode in a unitized regenerative fuel cell," Energy, Elsevier, vol. 162(C), pages 1041-1051.
    9. 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).
    10. Lin, Rui & Tang, Shenghao & Diao, Xiaoyu & Zhong, Di & Chen, Liang & Froning, Dieter & Hao, Zhixian, 2020. "Detailed optimization of multiwall carbon nanotubes doped microporous layer in polymer electrolyte membrane fuel cells for enhanced performance," Applied Energy, Elsevier, vol. 274(C).
    11. Abdelkareem, Mohammad Ali & Sayed, Enas Taha & Nakagawa, Nobuyoshi, 2020. "Significance of diffusion layers on the performance of liquid and vapor feed passive direct methanol fuel cells," Energy, Elsevier, vol. 209(C).
    12. Kim, Jaeyeon & Kim, Hyeok & Song, Hyeonjun & Kim, Dasol & Kim, Geon Hwi & Im, Dasom & Jeong, Youngjin & Park, Taehyun, 2021. "Carbon nanotube sheet as a microporous layer for proton exchange membrane fuel cells," Energy, Elsevier, vol. 227(C).
    13. Yang, Zirong & Du, Qing & Jia, Zhiwei & Yang, Chunguang & Jiao, Kui, 2019. "Effects of operating conditions on water and heat management by a transient multi-dimensional PEMFC system model," Energy, Elsevier, vol. 183(C), pages 462-476.
    14. Alipour Moghaddam, Jafar & Parnian, Mohammad Javad & Rowshanzamir, Soosan, 2018. "Preparation, characterization, and electrochemical properties investigation of recycled proton exchange membrane for fuel cell applications," Energy, Elsevier, vol. 161(C), pages 699-709.

    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.
    1. Boyacı San, Fatma Gül & İyigün Karadağ, Çiğdem & Okur, Osman & Okumuş, Emin, 2016. "Optimization of the catalyst loading for the direct borohydride fuel cell," Energy, Elsevier, vol. 114(C), pages 214-224.
    2. Parnian, Mohammad Javad & Rowshanzamir, Soosan & Gashoul, Fatemeh, 2017. "Comprehensive investigation of physicochemical and electrochemical properties of sulfonated poly (ether ether ketone) membranes with different degrees of sulfonation for proton exchange membrane fuel ," Energy, Elsevier, vol. 125(C), pages 614-628.
    3. Boyacı San, Fatma Gül & Okur, Osman & İyigün Karadağ, Çiğdem & Isik-Gulsac, Isil & Okumuş, Emin, 2014. "Evaluation of operating conditions on DBFC (direct borohydride fuel cell) performance with PtRu anode catalyst by response surface method," Energy, Elsevier, vol. 71(C), pages 160-169.
    4. Rahnavard, Aylin & Rowshanzamir, Soosan & Parnian, Mohammad Javad & Amirkhanlou, Gholam Reza, 2015. "The effect of sulfonated poly (ether ether ketone) as the electrode ionomer for self-humidifying nanocomposite proton exchange membrane fuel cells," Energy, Elsevier, vol. 82(C), pages 746-757.
    5. Mirzaei, Farokh & Parnian, Mohammad Javad & Rowshanzamir, Soosan, 2017. "Durability investigation and performance study of hydrothermal synthesized platinum-multi walled carbon nanotube nanocomposite catalyst for proton exchange membrane fuel cell," Energy, Elsevier, vol. 138(C), pages 696-705.
    6. Gong, Wenyin & Cai, Zhihua, 2013. "Accelerating parameter identification of proton exchange membrane fuel cell model with ranking-based differential evolution," Energy, Elsevier, vol. 59(C), pages 356-364.
    7. 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).
    8. 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.
    9. Ren, Zhijun & Zhang, Dongming & Wang, Zaiyi, 2012. "Stacks with TiN/titanium as the bipolar plate for PEMFCs," Energy, Elsevier, vol. 48(1), pages 577-581.
    10. Giugno, Andrea & Mantelli, Luca & Cuneo, Alessandra & Traverso, Alberto, 2020. "Performance analysis of a fuel cell hybrid system subject to technological uncertainties," Applied Energy, Elsevier, vol. 279(C).
    11. Boyaci San, Fatma Gül & Isik-Gulsac, Isil & Okur, Osman, 2013. "Analysis of the polymer composite bipolar plate properties on the performance of PEMFC (polymer electrolyte membrane fuel cells) by RSM (response surface methodology)," Energy, Elsevier, vol. 55(C), pages 1067-1075.
    12. Sayadi, Parvin & Rowshanzamir, Soosan & Parnian, Mohammad Javad, 2016. "Study of hydrogen crossover and proton conductivity of self-humidifying nanocomposite proton exchange membrane based on sulfonated poly (ether ether ketone)," Energy, Elsevier, vol. 94(C), pages 292-303.
    13. Huang, Zhen-Ming & Su, Ay & Liu, Ying-Chieh, 2013. "Hydrogen generator system using Ru catalyst for PEMFC (proton exchange membrane fuel cell) applications," Energy, Elsevier, vol. 51(C), pages 230-236.
    14. Shen-Tsu Wang, 2016. "Integrating grey sequencing with the genetic algorithm--immune algorithm to optimise touch panel cover glass polishing process parameter design," International Journal of Production Research, Taylor & Francis Journals, vol. 54(16), pages 4882-4893, August.
    15. Huang, Yu-Xian & Cheng, Chin-Hsiang & Wang, Xiao-Dong & Jang, Jiin-Yuh, 2010. "Effects of porosity gradient in gas diffusion layers on performance of proton exchange membrane fuel cells," Energy, Elsevier, vol. 35(12), pages 4786-4794.
    16. Yek, Peter Nai Yuh & Cheng, Yoke Wang & Liew, Rock Keey & Wan Mahari, Wan Adibah & Ong, Hwai Chyuan & Chen, Wei-Hsin & Peng, Wanxi & Park, Young-Kwon & Sonne, Christian & Kong, Sieng Huat & Tabatabaei, 2021. "Progress in the torrefaction technology for upgrading oil palm wastes to energy-dense biochar: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    17. Qin, Caiyan & Kim, Joong Bae & Lee, Bong Jae, 2019. "Performance analysis of a direct-absorption parabolic-trough solar collector using plasmonic nanofluids," Renewable Energy, Elsevier, vol. 143(C), pages 24-33.
    18. Ramos, Ana & Monteiro, Eliseu & Rouboa, Abel, 2019. "Numerical approaches and comprehensive models for gasification process: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 188-206.
    19. M'Arimi, M.M. & Mecha, C.A. & Kiprop, A.K. & Ramkat, R., 2020. "Recent trends in applications of advanced oxidation processes (AOPs) in bioenergy production: Review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    20. Renzi, Massimiliano & Bietresato, Marco & Mazzetto, Fabrizio, 2016. "An experimental evaluation of the performance of a SI internal combustion engine for agricultural purposes fuelled with different bioethanol blends," Energy, Elsevier, vol. 115(P1), pages 1069-1080.

    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:eee:energy:v:151:y:2018:i:c:p:689-695. 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.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.