System identification black box approach for modeling performance of PEM fuel cell

被引:26
作者
Chavan, Sudarshan L. [1 ]
Talange, Dhananjay B. [1 ]
机构
[1] Coll Engn COEP, Dept Elect Engn, Pune, Maharashtra, India
关键词
PEM fuel cell; System identification; Transfer function model; State space model; Autoregressive model; VALIDATION; STATE;
D O I
10.1016/j.est.2018.05.014
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
A polymer electrolyte membrane (PEM) fuel cell is very useful for distributed generation and for portable users like electric vehicles because it is very efficient, emission free and operated at low temperature. However, it is not so easy to find direct experimental estimates of the actual performance of PEM fuel cell through various phenomena and operating conditions like chemical reactions, fuel pressure, working temperature and fuel humidity. Mathematical modeling, therefore, plays an important role in understanding operational performance of PEM fuel cell. The actual operating performance of PEM fuel cell depends on a number of parameters, therefore developing an accurate model that includes its dynamic behavior is most important. In this paper, first time, the system identification black box approach is used to develop a number of simple but more realistic mathematical model structures for a PEM fuel cell. The performance of each model structure is compared with the data from a 25 cm(2) active area practical PEM fuel cell for result validation. The presented models can be used to predict polarization behavior of the PEM fuel cell under different loading conditions.
引用
收藏
页码:327 / 332
页数:6
相关论文
共 15 条
  • [1] [Anonymous], 1999, SYSTEM IDENTIFICATIO
  • [2] Chang WY, 2008, PROCEEDINGS OF THE NINTH ASIA-PACIFIC INTERNATIONAL SYMPOSIUM ON COMBUSTION AND ENERGY UTILIZATION, P396
  • [3] Modeling and performance evaluation of PEM fuel cell by controlling its input parameters
    Chavan, Sudarshan L.
    Talange, Dhananjay B.
    [J]. ENERGY, 2017, 138 : 437 - 445
  • [4] Chavan Sudarshan L., 2017, IEEE INT C INN POW A
  • [5] Choi W, 2004, APPL POWER ELECT CO, P355
  • [6] Larminie J., 2003, FUEL CELL SYSTEM EXP, V2nd
  • [7] Outeiro M, 2011, EUROPEAN FUEL CELL F
  • [8] Method and equivalent circuit modeling of a PEM fuel cell in a passive state
    Page, Shannon C.
    Anbuky, Adnan H.
    Krumdieck, Susan P.
    Brouwer, Jack
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2007, 22 (03) : 764 - 773
  • [9] A dynamic PEM fuel cell model
    Pasricha, Sandip
    Shaw, Steven R.
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2006, 21 (02) : 484 - 490
  • [10] Modeling and Analysis of Renewable PEM Fuel Cell System
    Saeed, Waseem
    Warkozek, Ghaith
    [J]. INTERNATIONAL CONFERENCE ON TECHNOLOGIES AND MATERIALS FOR RENEWABLE ENERGY, ENVIRONMENT AND SUSTAINABILITY -TMREES15, 2015, 74 : 87 - 101