Sobol's sensitivity analysis for a fuel cell stack assembly model with the aid of structure-selection techniques

被引:22
|
作者
Zhang, Wei [1 ]
Cho, Chongdu [1 ]
Piao, Changhao [1 ]
Choi, Hojoon [2 ]
机构
[1] Inha Univ, Dept Mech Engn, Inchon 402751, South Korea
[2] Korea Inst Ind Technol, Inchon 406840, South Korea
关键词
Fuel cell stacks modeling; Uncertainty; Sensitivity analysis; Sobol's method; Structure-selection technique; Approximation model; CLAMPING PRESSURE DISTRIBUTION; UNCERTAINTY; IDENTIFICATION; PERFORMANCE;
D O I
10.1016/j.jpowsour.2015.08.076
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
This paper presents a novel method for identifying the main parameters affecting the stress distribution of the components used in assembly modeling of proton exchange membrane fuel cell (PEMFC) stack. This method is a combination of an approximation model and Sobol's method, which allows a fast global sensitivity analysis for a set of uncertain parameters using only a limited number of calculations. Seven major parameters, i.e., Young's modulus of the end plate and the membrane electrode assembly (MEA), the contact stiffness between the MEA and bipolar plate (BPP), the X and Y positions of the bolts, the pressure of each bolt, and the thickness of the end plate, are investigated regarding their effect on four metrics, i.e., the maximum stresses of the MEA, BPP, and end plate, and the stress distribution percentage of the MEA. The analysis reveals the individual effects of each parameter and its interactions with the other parameters. The results show that the X position of a bolt has a major influence on the maximum stresses of the BPP and end plate, whereas the thickness of the end plate has the strongest effect on both the maximum stress and the stress distribution percentage of the MEA. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 50 条
  • [1] Study of assembly techniques for a solid oxide fuel cell stack
    Wu, Szu-Han
    Li, Chia-Ying
    Lee, Ruey-Yi
    Lee, Chien-Shiung
    Cheng, Li-Chun
    Journal of the Chinese Society of Mechanical Engineers, Transactions of the Chinese Institute of Engineers, Series C/Chung-Kuo Chi Hsueh Kung Ch'eng Hsuebo Pao, 2007, 28 (04): : 453 - 457
  • [2] Study of assembly techniques for a solid oxide fuel cell stack
    Wu, Szu-Han
    Li, Chia-Ying
    Lee, Ruey-Yi
    Lee, Chien-Shiung
    Cheng, Li-Chun
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2007, 28 (04): : 453 - 457
  • [3] Modeling global vector fields of chaotic systems from noisy time series with the aid of structure-selection techniques
    Xu, Daolin
    Lu, Fangfang
    CHAOS, 2006, 16 (04)
  • [4] Assembly techniques for proton exchange membrane fuel cell stack: A literature review
    Song, Ke
    Wang, Yimin
    Ding, Yuhang
    Xu, Hongjie
    Mueller-Welt, Philip
    Stuermlinger, Tobias
    Bause, Katharina
    Ehrmann, Christopher
    Weinmann, Hannes W.
    Schaefer, Jens
    Fleischer, Juergen
    Zhu, Kai
    Weihard, Florian
    Trostmann, Matthias
    Schwartze, Matthias
    Albers, Albert
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2022, 153
  • [5] Implementation of Sobol's sensitivity analysis to cyclic plasticity model with parameter uncertainty
    Du, Weiqi
    Li, Shuxin
    Luo, Yuanxin
    INTERNATIONAL JOURNAL OF FATIGUE, 2022, 155
  • [6] Sobol''s sensitivity analysis for a distributed hydrological model of Yichun River Basin, China
    Zhang, Chi
    Chu, Jinggang
    Fu, Guangtao
    JOURNAL OF HYDROLOGY, 2013, 480 : 58 - 68
  • [7] Performance of various thin concrete slabs under projectile impact: Sobol's sensitivity analysis with aid of metamodels
    Cabrera, Jose M.
    Rajput, Abhishek
    Iqbal, M. A.
    Gupta, N. K.
    THIN-WALLED STRUCTURES, 2022, 172
  • [8] The use of a complexity model to facilitate in the selection of a fuel cell assembly sequence
    Ahmad, Mussawar
    Alkan, Bugra
    Ahmad, Bilal
    Vera, Daniel
    Harrison, Robert
    Meredith, James
    Bindel, Axel
    6TH CIRP CONFERENCE ON ASSEMBLY TECHNOLOGIES AND SYSTEMS (CATS), 2016, 44 : 169 - 174
  • [9] Global Sensitivity Analysis of a Microbial Fuel Cell Model
    Yin, Yankai
    Fu, Chengcai
    Ma, Fengying
    INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE, 2019, 14 (11): : 10592 - 10606
  • [10] Reliability prediction of large fuel cell stack based on structure stress analysis
    Liu, L. F.
    Liu, B.
    Wu, C. W.
    JOURNAL OF POWER SOURCES, 2017, 363 : 95 - 102