Parametric sensitivity analysis of PEM fuel cell electrochemical Model

被引:36
|
作者
Srinivasulu, G. Naga [1 ]
Subrahmanyam, T. [2 ]
Rao, V. Dharma [3 ]
机构
[1] Natl Inst Technol, Dept Mech Engn, Warangal, Andhra Pradesh, India
[2] AU Coll Engn, Dept Mech Engn, Visakhapatnam, Andhra Pradesh, India
[3] AU Coll Engn, Dept Chem Engn, Visakhapatnam, Andhra Pradesh, India
关键词
PEM fuel cell; Sensitivity; Simulation; Parameters; STEADY-STATE;
D O I
10.1016/j.ijhydene.2011.03.040
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
In order to obtain an adequate PEM Fuel Cell model, it is necessary to define the values for a specific group of modeling parameters. The disagreements between the experimental and simulation results arise because of uncertainties stemming not only from the experimental measurements, but also from the modeling parameters used in the theoretical calculations. The modeling parameters were analyzed using Multi-Parametric Sensitivity Analysis (MPSA). This paper presents a sensitivity investigation of PEMFC electrochemical models and aims to determine the relative importance of each parameter on the modeling results. A computer program is written in Dev-cpp environment to calculate the sensitivity index for each parameter. As a result, the parameters were classified according to their influence in the modeling results as: insensitive, sensitive and highly sensitive. Thus it is possible to evaluate the relative importance of each parameter to the simulation accuracy. The present work benefits to understand the most effecting parameters, thus it helps the manufacturer to be more cautious in defining the exact value for them. Copyright (C) 2011, Hydrogen Energy Publications, LLC. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:14838 / 14844
页数:7
相关论文
共 50 条
  • [41] Interface model of PEM fuel cell membrane steady-state behavior
    Edwards, Russell L.
    Demuren, Ayodeji
    INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING, 2019, 10 (01) : 85 - 106
  • [42] Regression analysis of PEM fuel cell transient response
    Edwards R.L.
    Demuren A.
    International Journal of Energy and Environmental Engineering, 2016, 7 (3) : 329 - 341
  • [43] Parametric sensitivity analysis on the cold start process of a polymer electrolyte membrane fuel cell
    Niu, Huipeng
    Ji, Changwei
    Wang, Shuofeng
    Wang, Du
    Bai, Yongyi
    Liang, Chen
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2021, 45 (04) : 5629 - 5648
  • [44] A dynamic model of the fuel processor for a residential PEM fuel cell energy system
    Funke, M.
    Kuehl, H.-D.
    Faulhaber, S.
    Pawlik, J.
    CHEMICAL ENGINEERING SCIENCE, 2009, 64 (08) : 1860 - 1867
  • [45] A parametric study of cathode catalyst layer structural parameters on the performance of a PEM fuel cell
    Khajeh-Hosseini-Dalasm, N.
    Kermani, M. J.
    Moghaddam, D. Ghadiri
    Stockie, J. M.
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2010, 35 (06) : 2417 - 2427
  • [46] Optimization of a PEM fuel cell system based on empirical data and a generalized electrochemical semi-empirical model
    Wishart, J.
    Dong, Z.
    Secanell, A.
    JOURNAL OF POWER SOURCES, 2006, 161 (02) : 1041 - 1055
  • [47] Simulation Model of PEM Fuel Cell Operating at Hydrogen and Oxygen
    Garus, Jerzy
    Polak, Adam
    MECHATRONICS: IDEAS FOR INDUSTRIAL APPLICATIONS, 2015, 317 : 31 - 39
  • [48] Qualitative Model of Control in the Pressure Stabilization of PEM Fuel Cell
    Agila, W.
    Rubio, Gomer
    Miranda, L.
    Vazquez, L.
    2018 7TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2018, : 1221 - 1226
  • [49] Parametric and optimization study of a PEM fuel cell performance using three-dimensional computational fluid dynamics model
    Al-Baghdadi, Maher A. R. Sadiq
    Al-Janabi, Haroun A. K. Shahad
    RENEWABLE ENERGY, 2007, 32 (07) : 1077 - 1101
  • [50] An analytical analysis on the cross flow in a PEM fuel cell with serpentine flow channel
    Park, Jaewan
    Li, Xianguo
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2011, 35 (07) : 583 - 593