Performance assessment and optimization of the PEM water electrolyzer by coupled response surface methodology and finite element modeling

被引:7
|
作者
Ozdemir, Safiye Nur [1 ]
Taymaz, Imdat [1 ]
San, Fatma Gul Boyaci [2 ]
Okumus, Emin [2 ]
机构
[1] Univ Sakarya, Dept Mech Engn, TR-54187 Adapazari, Turkiye
[2] Tubitak Marmara Res Ctr, Energy Inst, TR-41470 Kocaeli, Turkiye
关键词
Green hydrogen; PEM water electrolyzer; Parameter optimization; Response surface methodology; Finite element modeling; CLAMPING PRESSURE DISTRIBUTION; POROUS TRANSPORT LAYER; BOLT TORQUE; FUEL-CELL; HYDROGEN; IMPACT;
D O I
10.1016/j.fuel.2024.131138
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Proton exchange membrane water electrolyzer (PEMWE), integrated with renewable energy sources, is promising in green hydrogen production with its compact system design, high efficiency, and high-purity hydrogen production capacity. Renewable hydrogen production from PEMWE depends significantly on operational factors. This study optimized the process variables affecting the PEM electrolysis cell performance using the response surface methodology (RSM) of the Design-Expert 13 software (trial version) at a fixed temperature of 80 C. Water flow rate, cell voltage, and bolt torque were defined as the input factors of the model, while hydrogen flow rate and current were considered as the responses of the model. The statistical analysis showed that cell voltage, torque, and cell voltage-torque interaction significantly affected the current. Besides, it has been observed that the water flow rate plays a vital role in the hydrogen flow rate. The optimum conditions for green hydrogen production were a water flow rate of 2.45 mL/min, a cell voltage of 2.2 V, and a bolt torque of 10 Nm. In addition, a good match between the predicted and measured responses of the model was observed. This paper also includes finite element (FE) modeling and simulation of an experimental PEMWE. Based on the FE method, a three-dimensional simulation model of the PEMWE was established to investigate the effects of different bolt torques on the mechanical responses of the cell components. Numerical simulations were performed with a commercial code (ANSYS Mechanical). A pressure-sensitive film was placed instead of the catalyst-coated membrane (CCM) component of the single-cell PEMWE. The experimental results obtained from pressuresensitive films were compared with the numerical results, and it was observed that the results were in agreement with each other. The maximum equivalent stress on the CCM for a bolt torque of 10 Nm is around 116.3 MPa.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Optimization and modeling of coagulation-flocculation to remove algae and organic matter from surface water by response surface methodology
    Zhao, Ziming
    Sun, Wenjun
    Ray, Madhumita B.
    Ray, Ajay K.
    Huang, Tianyin
    Chen, Jiabin
    FRONTIERS OF ENVIRONMENTAL SCIENCE & ENGINEERING, 2019, 13 (05)
  • [42] Optimization and modeling of coagulation-flocculation to remove algae and organic matter from surface water by response surface methodology
    Ziming Zhao
    Wenjun Sun
    Madhumita B. Ray
    Ajay K. Ray
    Tianyin Huang
    Jiabin Chen
    Frontiers of Environmental Science & Engineering, 2019, 13
  • [43] Structural finite element model updating based on response surface optimization
    Bao, Nuo
    Wang, Chunjie
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2014, 40 (07): : 927 - 933
  • [44] Modeling and optimization of NH3-SCR performance of MnOx/γ-alumina nanocatalysts by response surface methodology
    Mousavi, Seyed Mahdi
    Panahi, Parvaneh Nakhostin
    JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS, 2016, 69 : 68 - 77
  • [45] Statistical Modeling and Performance Optimization of a Two-Chamber Microbial Fuel Cell by Response Surface Methodology
    Naseer, Muhammad Nihal
    Zaidi, Asad A.
    Khan, Hamdullah
    Kumar, Sagar
    bin Owais, Muhammad Taha
    Abdul Wahab, Yasmin
    Dutta, Kingshuk
    Jaafar, Juhana
    Hamizi, Nor Aliya
    Islam, Mohammad Aminul
    Hussin, Hanim
    Badruddin, Irfan Anjum
    Alrobei, Hussein
    CATALYSTS, 2021, 11 (10)
  • [46] An integrated finite element method, response surface methodology, and evolutionary techniques for modeling and optimization of machining fixture layout for 3D hollow workpiece geometry
    Sundararaman, K. A.
    Padmanaban, K. P.
    Sabareeswaran, M.
    Guharaja, S.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017, 231 (23) : 4344 - 4359
  • [47] Experimental investigation on water and heat management in a PEM fuel cell using response surface methodology
    Kahveci, Ehf Eker
    Taymaz, Imdat
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2014, 39 (20) : 10655 - 10663
  • [48] Optimization of water-in-oil-in-water microencapsulated β-galactosidase by response surface methodology
    Ahn, Sung-Il
    Lee, Yun-Kyung
    Kwak, Hae-Soo
    JOURNAL OF MICROENCAPSULATION, 2013, 30 (05) : 460 - 469
  • [49] Performance assessment of the augmented finite element method for the modeling of weak discontinuities
    Essongue, Simon
    Couegnat, Guillaume
    Martin, Eric
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2021, 122 (01) : 172 - 189
  • [50] Assessment of the performance of rigid pavement backcalculation through finite element modeling
    Shoukry, SN
    William, GW
    Martinelli, DR
    NONDESTRUCTIVE EVALUATION OF BRIDGES AND HIGHWAYS III, 1999, 3587 : 146 - 156