IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v88y2018icp193-207.html
   My bibliography  Save this article

Comprehensive diagnosis methodology for faults detection and identification, and performance improvement of Air-Cooled Polymer Electrolyte Fuel Cells

Author

Listed:
  • Andújar, J.M.
  • Segura, F.
  • Isorna, F.
  • Calderón, A.J.

Abstract

This paper presents a comprehensive practical diagnosis methodology for the detection and identification of faults in Air-Cooled Polymer Electrolyte Fuel Cells (AC-PEFCs). The proper operation of an AC-PEFC depends on many factors to ensure the electrochemical process in the stack and the electricity generation from hydrogen and air. However, the stack performance depends on several factors like state of its cells, stack cooling state, stack operating and non-operating time, hydrogen and air supply pressure, hydrogen and airflow rates, and load demand. So, the diagnosis methodologies development is very helpful as part of the AC-PEFCs advanced monitoring and control systems, and of course for predictive maintenance. The developed diagnosis methodology in this paper can be understood like a diagnosis tree, in the sense that it implies an structured framework tests over the AC-PEFC: hydrogen line, air/cooling subsystem, electrical circuit and even in the stack itself. The developed diagnosis methodology allows to analysis and improving the performance of an AC-PEFC, and consequently its durability, helping to achieve this challenge, perhaps the main, to bring the fuel cells into the market.

Suggested Citation

  • Andújar, J.M. & Segura, F. & Isorna, F. & Calderón, A.J., 2018. "Comprehensive diagnosis methodology for faults detection and identification, and performance improvement of Air-Cooled Polymer Electrolyte Fuel Cells," Renewable and Sustainable Energy Reviews, Elsevier, vol. 88(C), pages 193-207.
    • Handle: RePEc:eee:rensus:v:88:y:2018:i:c:p:193-207
    DOI: 10.1016/j.rser.2018.02.038
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032118300595
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2018.02.038?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. 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.
    2. Najafi, Behzad & Haghighat Mamaghani, Alireza & Rinaldi, Fabio & Casalegno, Andrea, 2015. "Long-term performance analysis of an HT-PEM fuel cell based micro-CHP system: Operational strategies," Applied Energy, Elsevier, vol. 147(C), pages 582-592.
    3. Ismail, M.S. & Ingham, D.B. & Hughes, K.J. & Ma, L. & Pourkashanian, M., 2014. "An efficient mathematical model for air-breathing PEM fuel cells," Applied Energy, Elsevier, vol. 135(C), pages 490-503.
    4. Cao, Tao-Feng & Lin, Hong & Chen, Li & He, Ya-Ling & Tao, Wen-Quan, 2013. "Numerical investigation of the coupled water and thermal management in PEM fuel cell," Applied Energy, Elsevier, vol. 112(C), pages 1115-1125.
    5. Sun, Hong & Xie, Chen & Chen, Hao & Almheiri, Saif, 2015. "A numerical study on the effects of temperature and mass transfer in high temperature PEM fuel cells with ab-PBI membrane," Applied Energy, Elsevier, vol. 160(C), pages 937-944.
    6. Vasallo, Manuel Jesús & Bravo, José Manuel & Andújar, José Manuel, 2013. "Optimal sizing for UPS systems based on batteries and/or fuel cell," Applied Energy, Elsevier, vol. 105(C), pages 170-181.
    7. Li, Zhongliang & Outbib, Rachid & Giurgea, Stefan & Hissel, Daniel & Jemei, Samir & Giraud, Alain & Rosini, Sebastien, 2016. "Online implementation of SVM based fault diagnosis strategy for PEMFC systems," Applied Energy, Elsevier, vol. 164(C), pages 284-293.
    8. Carlos Restrepo & Oriol Avino & Javier Calvente & Alfonso Romero & Miro Milanovic & Roberto Giral, 2012. "Reactivation System for Proton-Exchange Membrane Fuel-Cells," Energies, MDPI, vol. 5(7), pages 1-20, July.
    9. Kim, Jincheol & Kim, Taegyu, 2015. "Compact PEM fuel cell system combined with all-in-one hydrogen generator using chemical hydride as a hydrogen source," Applied Energy, Elsevier, vol. 160(C), pages 945-953.
    10. Shao, Meng & Zhu, Xin-Jian & Cao, Hong-Fei & Shen, Hai-Feng, 2014. "An artificial neural network ensemble method for fault diagnosis of proton exchange membrane fuel cell system," Energy, Elsevier, vol. 67(C), pages 268-275.
    11. Tang, Yong & Yuan, Wei & Pan, Minqiang & Li, Zongtao & Chen, Guoqing & Li, Yong, 2010. "Experimental investigation of dynamic performance and transient responses of a kW-class PEM fuel cell stack under various load changes," Applied Energy, Elsevier, vol. 87(4), pages 1410-1417, April.
    12. Segura, Francisca & Andújar, José Manuel, 2012. "Power management based on sliding control applied to fuel cell systems: A further step towards the hybrid control concept," Applied Energy, Elsevier, vol. 99(C), pages 213-225.
    13. Hou, Yongping & Yang, Zhihua & Fang, Xue, 2011. "An experimental study on the dynamic process of PEM fuel cell stack voltage," Renewable Energy, Elsevier, vol. 36(1), pages 325-329.
    14. Andújar, J.M. & Segura, F. & Vasallo, M.J., 2008. "A suitable model plant for control of the set fuel cell−DC/DC converter," Renewable Energy, Elsevier, vol. 33(4), pages 813-826.
    15. Fernández-Moreno, J. & Guelbenzu, G. & Martín, A.J. & Folgado, M.A. & Ferreira-Aparicio, P. & Chaparro, A.M., 2013. "A portable system powered with hydrogen and one single air-breathing PEM fuel cell," Applied Energy, Elsevier, vol. 109(C), pages 60-66.
    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. 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).
    2. Li, Na & Cui, Xiaoti & Zhu, Jimin & Zhou, Mengfan & Liso, Vincenzo & Cinti, Giovanni & Sahlin, Simon Lennart & Araya, Samuel Simon, 2023. "A review of reformed methanol-high temperature proton exchange membrane fuel cell systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(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.
    1. Wang, Qianqian & Tang, Fumin & Li, Bing & Dai, Haifeng & Zheng, Jim P. & Zhang, Cunman & Ming, Pingwen, 2022. "Investigation of the thermal responses under gas channel and land inside proton exchange membrane fuel cell with assembly pressure," Applied Energy, Elsevier, vol. 308(C).
    2. De las Heras, A. & Vivas, F.J. & Segura, F. & Redondo, M.J. & Andújar, J.M., 2018. "Air-cooled fuel cells: Keys to design and build the oxidant/cooling system," Renewable Energy, Elsevier, vol. 125(C), pages 1-20.
    3. Calili-Cankir, Fatma & Ismail, Mohammed S. & Ingham, Derek B. & Hughes, Kevin J. & Ma, Lin & Pourkashanian, Mohamed, 2023. "Air-breathing polymer electrolyte fuel cells: A review," Renewable Energy, Elsevier, vol. 213(C), pages 86-108.
    4. Vasallo, Manuel Jesús & Bravo, José Manuel & Andújar, José Manuel, 2013. "Optimal sizing for UPS systems based on batteries and/or fuel cell," Applied Energy, Elsevier, vol. 105(C), pages 170-181.
    5. Barzegari, Mohammad M. & Dardel, Morteza & Alizadeh, Ebrahim & Ramiar, Abas, 2016. "Dynamic modeling and validation studies of dead-end cascade H2/O2 PEM fuel cell stack with integrated humidifier and separator," Applied Energy, Elsevier, vol. 177(C), pages 298-308.
    6. Thomas, Sobi & Vang, Jakob Rabjerg & Araya, Samuel Simon & Kær, Søren Knudsen, 2017. "Experimental study to distinguish the effects of methanol slip and water vapour on a high temperature PEM fuel cell at different operating conditions," Applied Energy, Elsevier, vol. 192(C), pages 422-436.
    7. Hou, Junbo & Yang, Min & Ke, Changchun & Zhang, Junliang, 2020. "Control logics and strategies for air supply in PEM fuel cell engines," Applied Energy, Elsevier, vol. 269(C).
    8. Lopez Lopez, Guadalupe & Schacht Rodriguez, Ricardo & Alvarado, Victor M. & Gomez-Aguilar, J.F. & Mota, Juan E. & Sandoval, Cinda, 2017. "Hybrid PEMFC-supercapacitor system: Modeling and energy management in energetic macroscopic representation," Applied Energy, Elsevier, vol. 205(C), pages 1478-1494.
    9. Francisca Segura & José Manuel Andújar, 2015. "Modular PEM Fuel Cell SCADA & Simulator System," Resources, MDPI, vol. 4(3), pages 1-21, September.
    10. Tzelepis, Stefanos & Kavadias, Kosmas A. & Marnellos, George E. & Xydis, George, 2021. "A review study on proton exchange membrane fuel cell electrochemical performance focusing on anode and cathode catalyst layer modelling at macroscopic level," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    11. Hou, Yongping & Shen, Caoyuan & Yang, Zhihua & He, Yuntang, 2012. "A dynamic voltage model of a fuel cell stack considering the effects of hydrogen purge operation," Renewable Energy, Elsevier, vol. 44(C), pages 246-251.
    12. Oh, Hwanyeong & Lee, Won-Yong & Won, Jinyeon & Kim, Minjin & Choi, Yoon-Young & Han, Soo-Bin, 2020. "Residual-based fault diagnosis for thermal management systems of proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 277(C).
    13. Zhang, S. & Reimer, U. & Beale, S.B. & Lehnert, W. & Stolten, D., 2019. "Modeling polymer electrolyte fuel cells: A high precision analysis," Applied Energy, Elsevier, vol. 233, pages 1094-1103.
    14. Li, Yan & Shi, Yan & Mehio, Nada & Tan, Mingsheng & Wang, Zhiyong & Hu, Xiaohong & Chen, George Z. & Dai, Sheng & Jin, Xianbo, 2016. "More sustainable electricity generation in hot and dry fuel cells with a novel hybrid membrane of Nafion/nano-silica/hydroxyl ionic liquid," Applied Energy, Elsevier, vol. 175(C), pages 451-458.
    15. Blandy Pamplona Solis & Julio César Cruz Argüello & Leopoldo Gómez Barba & Mayra Polett Gurrola & Zakaryaa Zarhri & Danna Lizeth TrejoArroyo, 2019. "Bibliometric Analysis of the Mass Transport in a Gas Diffusion Layer in PEM Fuel Cells," Sustainability, MDPI, vol. 11(23), pages 1-18, November.
    16. Bizon, Nicu, 2014. "Tracking the maximum efficiency point for the FC system based on extremum seeking scheme to control the air flow," Applied Energy, Elsevier, vol. 129(C), pages 147-157.
    17. Pei, Pucheng & Chen, Huicui, 2014. "Main factors affecting the lifetime of Proton Exchange Membrane fuel cells in vehicle applications: A review," Applied Energy, Elsevier, vol. 125(C), pages 60-75.
    18. 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).
    19. Xu, Liangfei & Mueller, Clemens David & Li, Jianqiu & Ouyang, Minggao & Hu, Zunyan, 2015. "Multi-objective component sizing based on optimal energy management strategy of fuel cell electric vehicles," Applied Energy, Elsevier, vol. 157(C), pages 664-674.
    20. Park, Jin Young & Lim, In Seop & Choi, Eun Jung & Kim, Min Soo, 2021. "Fault diagnosis of thermal management system in a polymer electrolyte membrane fuel cell," Energy, Elsevier, vol. 214(C).

    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:rensus:v:88:y:2018:i:c:p:193-207. 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/600126/description#description .

    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.