Control-oriented dynamic fuzzy model and predictive control for proton exchange membrane fuel cell stack

被引:4
|
作者
Li Xi [1 ]
Deng Zhong-hua
Cao Guang-yi
Zhu Xin-jian
Wei Dong
机构
[1] Huazhong Univ Sci & Technol, Dept Control Sci & Engn, Wuhan 430074, Peoples R China
[2] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200030, Peoples R China
来源
JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY | 2006年 / 13卷 / 06期
关键词
proton exchange membrane fuel cell; nonlinear predictive control; temperature; stoichiometric oxygen;
D O I
10.1007/s11771-006-0021-9
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
Proton exchange membrane fuel cell (PEMFC) stack temperature and cathode stoichiometric oxygen are very important control parameters. The performance and lifespan of PEMFC stack are greatly dependent on the parameters. So, in order to improve the performance index, tight control of two parameters within a given range and reducing their fluctuation are indispensable. However, control-oriented models and control strategies are very weak junctures in the PEMFC development. A predictive control algorithm was presented based on their model established by input-output data and operating experiences. It adjusts the operating temperature to 80 degrees C. At the same time, the optimized region of stoichiometric oxygen is kept between 1.8-2.2. Furthermore, the control algorithm adjusts the variants quickly to the destination value and makes the fluctuation of the variants the least. According to the test results, compared with traditional fuzzy and PID controllers, the designed controller shows much better performance.
引用
收藏
页码:722 / 725
页数:4
相关论文
共 50 条
  • [1] Control-oriented dynamic fuzzy model and predictive control for proton exchange membrane fuel cell stack
    Xi Li
    Zhong-hua Deng
    Guang-yi Cao
    Xin-jian Zhu
    Dong Wei
    Journal of Central South University of Technology, 2006, 13 : 722 - 725
  • [2] Dynamic Thermal Model and Temperature Control of Proton Exchange Membrane Fuel Cell Stack
    邵庆龙
    卫东
    曹广益
    朱新坚
    ChineseJournalofChemicalEngineering, 2005, (02) : 72 - 78
  • [3] Dynamic thermal model and temperature control of proton exchange membrane fuel cell stack
    Shao, QP
    Wei, D
    Cao, GY
    Zhu, XJ
    CHINESE JOURNAL OF CHEMICAL ENGINEERING, 2005, 13 (02) : 218 - 224
  • [4] Dynamic thermal model and temperature control of proton exchange membrane fuel cell stack
    Shao, Q. (sq102@sjtu.edu.cn), 2005, Chemical Industry Press (13):
  • [5] Constrained model predictive control of proton exchange membrane fuel cell
    Abdullah, Muhammad
    Idres, Moumen
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2014, 28 (09) : 3855 - 3862
  • [6] Constrained model predictive control of proton exchange membrane fuel cell
    Muhammad Abdullah
    Moumen Idres
    Journal of Mechanical Science and Technology, 2014, 28 : 3855 - 3862
  • [7] Improved Model Predictive Control for a Proton Exchange Membrane Fuel Cell
    Fan, Liping
    Zhang, Jun
    Liu, Yi
    Shi, Xiaolin
    INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE, 2012, 7 (09): : 8734 - 8744
  • [8] A Predictive Control Based on Neural Network for Dynamic Model of Proton Exchange Membrane Fuel Cell
    Rezaei, M.
    Mohseni, M.
    JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY, 2013, 10 (03):
  • [9] Thermal dynamic modeling and nonlinear control of a proton exchange membrane fuel cell stack
    Kolodziej, Jason R.
    JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY, 2007, 4 (03): : 255 - 260
  • [10] Control-oriented model of a membrane humidifier for fuel cell applications
    Solsona, Miguel
    Kunusch, Cristian
    Ocampo-Martinez, Carlos
    ENERGY CONVERSION AND MANAGEMENT, 2017, 137 : 121 - 129