IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v113y2016icp683-692.html
   My bibliography  Save this article

Reduced-order model of cascade-type PEM fuel cell stack with integrated humidifiers and water separators

Author

Listed:
  • Barzegari, Mohammad M.
  • Dardel, Morteza
  • Alizadeh, Ebrahim
  • Ramiar, Abas

Abstract

In this paper, model order reduction (MOR) of cascade-type polymer electrolyte membrane (PEM) fuel cell stack with integrated humidifiers and water separators is investigated. The purpose of this work is to attain orders of magnitude improvement in numerical simulation speed. Both the anode and the cathode of stack operate in a dead-end mode. The reduced-order model (ROM) is developed for continuous and discrete form of the cascade-type PEM fuel cell models. The obtained ROM is verified with the full nonlinear model, which full-order model itself is validated using experimental data from cascade-type 4-cells PEM fuel cell stack. Responses of different orders of ROMs are compared to those of full-order model to determine the minimum order of the model that approximates the behavior of the original model properly. The results predicted by the developed reduced-order model nearly follow the full nonlinear model and experimental results. According to the low computational cost of ROM, the derived model can be further used for real-time control and diagnostic applications.

Suggested Citation

  • Barzegari, Mohammad M. & Dardel, Morteza & Alizadeh, Ebrahim & Ramiar, Abas, 2016. "Reduced-order model of cascade-type PEM fuel cell stack with integrated humidifiers and water separators," Energy, Elsevier, vol. 113(C), pages 683-692.
    • Handle: RePEc:eee:energy:v:113:y:2016:i:c:p:683-692
    DOI: 10.1016/j.energy.2016.07.094
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544216310180
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2016.07.094?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. Jian, Qifei & Zhao, Yang & Wang, Haoting, 2015. "An experimental study of the dynamic behavior of a 2 kW proton exchange membrane fuel cell stack under various loading conditions," Energy, Elsevier, vol. 80(C), pages 740-745.
    2. Carton, J.G. & Lawlor, V. & Olabi, A.G. & Hochenauer, C. & Zauner, G., 2012. "Water droplet accumulation and motion in PEM (Proton Exchange Membrane) fuel cell mini-channels," Energy, Elsevier, vol. 39(1), pages 63-73.
    3. Li, Dazi & Yu, Yadi & Jin, Qibing & Gao, Zhiqiang, 2014. "Maximum power efficiency operation and generalized predictive control of PEM (proton exchange membrane) fuel cell," Energy, Elsevier, vol. 68(C), pages 210-217.
    4. Chen, Ben & Wang, Jun & Yang, Tianqi & Cai, Yonghua & Zhang, Caizhi & Chan, Siew Hwa & Yu, Yi & Tu, Zhengkai, 2016. "Carbon corrosion and performance degradation mechanism in a proton exchange membrane fuel cell with dead-ended anode and cathode," Energy, Elsevier, vol. 106(C), pages 54-62.
    5. Xing, Lei & Cai, Qiong & Xu, Chenxi & Liu, Chunbo & Scott, Keith & Yan, Yongsheng, 2016. "Numerical study of the effect of relative humidity and stoichiometric flow ratio on PEM (proton exchange membrane) fuel cell performance with various channel lengths: An anode partial flooding modelli," Energy, Elsevier, vol. 106(C), pages 631-645.
    6. Zhang, Caizhi & Liu, Zhitao & Zhang, Xiongwen & Chan, Siew Hwa & Wang, Youyi, 2016. "Dynamic performance of a high-temperature PEM (proton exchange membrane) fuel cell – Modelling and fuzzy control of purging process," Energy, Elsevier, vol. 95(C), pages 425-432.
    7. 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.
    8. Siegel, C., 2008. "Review of computational heat and mass transfer modeling in polymer-electrolyte-membrane (PEM) fuel cells," Energy, Elsevier, vol. 33(9), pages 1331-1352.
    9. Bruni, G. & Cordiner, S. & Mulone, V., 2014. "Domestic distributed power generation: Effect of sizing and energy management strategy on the environmental efficiency of a photovoltaic-battery-fuel cell system," Energy, Elsevier, vol. 77(C), pages 133-143.
    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. Chen, Ben & Zhou, Haoran & He, Shaowen & Meng, Kai & Liu, Yang & Cai, Yonghua, 2021. "Numerical simulation on purge strategy of proton exchange membrane fuel cell with dead-ended anode," Energy, Elsevier, vol. 234(C).
    2. Chen, Xi & Wang, Chunxi & Xu, Jianghai & Long, Shichun & Chai, Fasen & Li, Wenbin & Song, Xingxing & Wang, Xuepeng & Wan, Zhongmin, 2023. "Membrane humidity control of proton exchange membrane fuel cell system using fractional-order PID strategy," Applied Energy, Elsevier, vol. 343(C).
    3. Barzegari, Mohammad M. & Alizadeh, Ebrahim & Pahnabi, Amir H., 2017. "Grey-box modeling and model predictive control for cascade-type PEMFC," Energy, Elsevier, vol. 127(C), pages 611-622.
    4. Meng, Kai & Chen, Ben & Zhou, Haoran & Shen, Jun & Shen, Zuguo & Tu, Zhengkai, 2022. "Investigation on degradation mechanism of hydrogen–oxygen proton exchange membrane fuel cell under current cyclic loading," Energy, Elsevier, vol. 242(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. 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.
    2. Xu, Liangfei & Fang, Chuan & Hu, Junming & Cheng, Siliang & Li, Jianqiu & Ouyang, Minggao & Lehnert, Werner, 2017. "Parameter extraction of polymer electrolyte membrane fuel cell based on quasi-dynamic model and periphery signals," Energy, Elsevier, vol. 122(C), pages 675-690.
    3. Hu, Junming & Li, Jianqiu & Xu, Liangfei & Huang, Fusen & Ouyang, Minggao, 2016. "Analytical calculation and evaluation of water transport through a proton exchange membrane fuel cell based on a one-dimensional model," Energy, Elsevier, vol. 111(C), pages 869-883.
    4. Oh, Taek Hyun, 2016. "A formic acid hydrogen generator using Pd/C3N4 catalyst for mobile proton exchange membrane fuel cell systems," Energy, Elsevier, vol. 112(C), pages 679-685.
    5. Chowdhury, Mohammad Ziauddin & Timurkutluk, Bora, 2018. "Transport phenomena of convergent and divergent serpentine flow fields for PEMFC," Energy, Elsevier, vol. 161(C), pages 104-117.
    6. Chen, Ben & Cai, Yonghua & Yu, Yi & Wang, Jun & Tu, Zhengkai & Chan, Siew Hwa, 2017. "Gas purging effect on the degradation characteristic of a proton exchange membrane fuel cell with dead-ended mode operation II. Under different operation pressures," Energy, Elsevier, vol. 131(C), pages 50-57.
    7. Barzegari, Mohammad M. & Alizadeh, Ebrahim & Pahnabi, Amir H., 2017. "Grey-box modeling and model predictive control for cascade-type PEMFC," Energy, Elsevier, vol. 127(C), pages 611-622.
    8. Abdin, Z. & Webb, C.J. & Gray, E.MacA., 2016. "PEM fuel cell model and simulation in Matlab–Simulink based on physical parameters," Energy, Elsevier, vol. 116(P1), pages 1131-1144.
    9. Iranzo, Alfredo & Boillat, Pierre & Biesdorf, Johannes & Salva, Antonio, 2015. "Investigation of the liquid water distributions in a 50 cm2 PEM fuel cell: Effects of reactants relative humidity, current density, and cathode stoichiometry," Energy, Elsevier, vol. 82(C), pages 914-921.
    10. Kurnia, Jundika C. & Sasmito, Agus P. & Shamim, Tariq, 2019. "Advances in proton exchange membrane fuel cell with dead-end anode operation: A review," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    11. Salva, J. Antonio & Iranzo, Alfredo & Rosa, Felipe & Tapia, Elvira, 2016. "Validation of cell voltage and water content in a PEM (polymer electrolyte membrane) fuel cell model using neutron imaging for different operating conditions," Energy, Elsevier, vol. 101(C), pages 100-112.
    12. Xu, Liangfei & Fang, Chuan & Li, Jianqiu & Ouyang, Minggao & Lehnert, Werner, 2018. "Nonlinear dynamic mechanism modeling of a polymer electrolyte membrane fuel cell with dead-ended anode considering mass transport and actuator properties," Applied Energy, Elsevier, vol. 230(C), pages 106-121.
    13. 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.
    14. Jung, Chi-Young & Yi, Jae-You & Yi, Sung-Chul, 2014. "On the role of the silica-containing catalyst layer for proton exchange membrane fuel cells," Energy, Elsevier, vol. 68(C), pages 794-800.
    15. 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.
    16. 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.
    17. Beltrán-Gastélum, M. & Salazar-Gastélum, M.I. & Félix-Navarro, R.M. & Pérez-Sicairos, S. & Reynoso-Soto, E.A. & Lin, S.W. & Flores-Hernández, J.R. & Romero-Castañón, T. & Albarrán-Sánchez, I.L. & Para, 2016. "Evaluation of PtAu/MWCNT (Multiwalled Carbon Nanotubes) electrocatalyst performance as cathode of a proton exchange membrane fuel cell," Energy, Elsevier, vol. 109(C), pages 446-455.
    18. Bruni, G. & Cordiner, S. & Mulone, V. & Sinisi, V. & Spagnolo, F., 2016. "Energy management in a domestic microgrid by means of model predictive controllers," Energy, Elsevier, vol. 108(C), pages 119-131.
    19. Chen, Ben & Cai, Yonghua & Tu, Zhengkai & Chan, Siew Hwa & Wang, Jun & Yu, Yi, 2017. "Gas purging effect on the degradation characteristic of a proton exchange membrane fuel cell with dead-ended mode operation I. With different electrolytes," Energy, Elsevier, vol. 141(C), pages 40-49.
    20. Ahmad Baroutaji & Arun Arjunan & John Robinson & Tabbi Wilberforce & Mohammad Ali Abdelkareem & Abdul Ghani Olabi, 2021. "PEMFC Poly-Generation Systems: Developments, Merits, and Challenges," Sustainability, MDPI, vol. 13(21), pages 1-31, October.

    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:113:y:2016:i:c:p:683-692. 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.