Computationally efficient modeling of the dynamic behavior of a portable PEM fuel cell stack

被引:38
|
作者
Philipps, S. P. [1 ]
Ziegler, C. [1 ]
机构
[1] Fraunhofer Inst Solar Energy Syst ISE, D-79110 Freiburg, Germany
关键词
PEM fuel cell; modeling; dynamic; stack; NMPC;
D O I
10.1016/j.jpowsour.2008.01.089
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
A numerically efficient mathematical model of a proton exchange membrane fuel cell (PEMFC) stack is presented. The aim of this model is to study the dynamic response of a PEMFC stack subjected to load changes under the restriction of short computing time. This restriction was imposed in order for the model to be applicable for nonlinear model predictive control (NMPC). The dynamic, non-isothermal model is based on mass and energy balance equations, which are reduced to ordinary differential equations in time. The reduced equations are solved for a single cell and the results are upscaled to describe the fuel cell stack. This approach makes our calculations computationally efficient. We study the feasibility of capturing water balance effects with such a reduced model. Mass balance equations for water vapor and liquid water including the phase change as well as a steady-state membrane model accounting for the electro-osmotic drag and diffusion of water through the membrane are included. Based on this approach the model is successfully used to predict critical operating conditions by monitoring the amount of liquid water in the stack and the stack impedance. The model and the overall calculation method are validated using two different load profiles on realistic time scales of up to 30 min. The simulation results are used to clarify the measured characteristics of the stack temperature and the stack voltage, which has rarely been done on such long time scales. In addition, a discussion of the influence of flooding and dry-out on the stack voltage is included. The modeling approach proves to be computationally efficient: an operating time of 0.5 h is simulated in less than 1s, while still showing sufficient accuracy. (C) 2008 Elsevier B.V All rights reserved.
引用
收藏
页码:309 / 321
页数:13
相关论文
共 50 条
  • [31] Performance Evaluation of a Cylindrical PEM Fuel Cell and the Stack
    Ravichandran, Suseendiran S.
    Mohandass, Gowri
    Bhosale, Amit C.
    Rengasamy, Raghunathan
    Ramkumar, Ramya
    Choudhury, Suman Roy
    [J]. PROCEEDINGS OF THE 14TH INTERNATIONAL RENEWABLE ENERGY STORAGE CONFERENCE 2020 (IRES 2020), 2021, 6 : 119 - 126
  • [32] PEM fuel-cell stack design for improved fuel utilization
    Han, In-Su
    Jeong, Jeehoon
    Shin, Hyun Khil
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2013, 38 (27) : 11996 - 12006
  • [33] Computationally efficient dynamic modeling of MEMS
    Popa, DO
    Critchley, J
    Sadowski, M
    Anderson, KS
    Skidmore, G
    [J]. NSTI NANOTECH 2004, VOL 2, TECHNICAL PROCEEDINGS, 2004, : 311 - 314
  • [34] Modeling of a PEM Fuel-Cell Stack for Dynamic and Steady-State Operation Using ANN-Based Submodels
    Kong, Xin
    Khambadkone, Ashwin M.
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (12) : 4903 - 4914
  • [35] The Modeling of a PEM Fuel Cell - Supercapacitor - Battery System in Dynamic Conditions
    Ciancetta, F.
    Fiorucci, E.
    Ometto, A.
    Rotondale, N.
    [J]. 2009 IEEE BUCHAREST POWERTECH, VOLS 1-5, 2009, : 3127 - 3131
  • [36] Dynamic modeling, optimization and control of power density in a PEM fuel cell
    Meidanshahi, Vida
    Karimi, Gholamreza
    [J]. APPLIED ENERGY, 2012, 93 : 98 - 105
  • [37] Development of a Portable LPG PEM Fuel Cell System
    Kim, Ju-Yong
    Lee, SungChul
    Shin, WooCheol
    Lee, YongGul
    Kim, DongHyun
    [J]. FUEL CELL SEMINAR 2007, 2008, 12 (01): : 671 - 680
  • [38] DESIGN AND IMPLEMENTATION OF A PEM FUEL CELL EMULATOR FOR STATIC AND DYNAMIC BEHAVIOR
    Andres Ramos-Paja, Carlos
    Andres Jaramillo-Matta, Adolfo
    Antonio Perez-Rojas, Efrain
    [J]. DYNA-COLOMBIA, 2011, 78 (168): : 108 - 118
  • [39] Modeling and Simulation of PEM Fuel Cell Thermal Behavior on Parallel Computers
    Salah, Abdelkrim
    Gaber, Jaafar
    Outbib, Rachid
    Serres, Olivier
    El-Sayed, Hoda
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2010, 25 (03) : 768 - 777
  • [40] Modeling of a PEM Fuel Cell Stack using Partial Least Squares and Artificial Neural Networks
    Han, In-Su
    Shin, Hyun Khil
    [J]. KOREAN CHEMICAL ENGINEERING RESEARCH, 2015, 53 (02): : 236 - 242