Fault diagnosis in polymer electrolyte membrane fuel cells based on patterns of tolerance

被引:6
作者
Riascos, Luis Alberto M. [1 ]
Pereira, David D. [1 ]
机构
[1] Univ Fed Abc, CECS, Ave Estados 5001, Santo Andre, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
GAS-DIFFUSION LAYERS; BAYESIAN NETWORK; WATER; MODEL; METHODOLOGIES; DEGRADATION; TEMPERATURE; PERFORMANCE; MANAGEMENT; TRANSPORT;
D O I
10.1049/iet-rpg.2016.0158
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Several studies have been published considering fuel cell (FC) operation in normal conditions; but few of them addressed their operation under fault conditions. Among fault detection methods, a simple method based on the variable behaviour analysis is introduced. Basically, a fault supervisor is responsible for analysing unexpected changes in some variables, since each change in the variable behaviour can be attributed to a pre-classified fault cause, and then a fault diagnosis can be performed. The diagnosis considers several types of faults in polymer electrolyte membrane FC: faults in the reaction air feeding, rupture of the membrane-electrode assembly, low pressure in the hydrogen fuel line, and fault refrigeration system; those faults are detected based on the monitoring of a limited number of variables. Tests show that the methodology is reliable, flexible (once it permits the addition of other fault detection modules) and easy for implementation.
引用
收藏
页码:303 / 311
页数:9
相关论文
共 45 条
  • [1] [Anonymous], IEEE ISIE 2003
  • [2] [Anonymous], IEC 2009 35 ANN C
  • [3] [Anonymous], P EVS 18 BERL GERM
  • [4] Analysis of the water and thermal management in proton exchange membrane fuel cell systems
    Bao, Cheng
    Ouyang, Minggao
    Yi, Baolian
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2006, 31 (08) : 1040 - 1057
  • [5] Relationship between pressure drop and cell resistance as a diagnostic tool for PEM fuel cells
    Barbir, F
    Gorgun, H
    Wang, X
    [J]. JOURNAL OF POWER SOURCES, 2005, 141 (01) : 96 - 101
  • [6] Scientific aspects of polymer electrolyte fuel cell durability and degradation
    Borup, Rod
    Meyers, Jeremy
    Pivovar, Bryan
    Kim, Yu Seung
    Mukundan, Rangachary
    Garland, Nancy
    Myers, Deborah
    Wilson, Mahlon
    Garzon, Fernando
    Wood, David
    Zelenay, Piotr
    More, Karren
    Stroh, Ken
    Zawodzinski, Tom
    Boncella, James
    McGrath, James E.
    Inaba, Minoru
    Miyatake, Kenji
    Hori, Michio
    Ota, Kenichiro
    Ogumi, Zempachi
    Miyata, Seizo
    Nishikata, Atsushi
    Siroma, Zyun
    Uchimoto, Yoshiharu
    Yasuda, Kazuaki
    Kimijima, Ken-ichi
    Iwashita, Norio
    [J]. CHEMICAL REVIEWS, 2007, 107 (10) : 3904 - 3951
  • [7] Operating proton exchange membrane fuel cells without external humidification of the reactant gases - Fundamental aspects
    Buchi, FN
    Srinivasan, S
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1997, 144 (08) : 2767 - 2772
  • [8] Membrane degradation in PEM water electrolyzer: Numerical modeling and experimental evidence of the influence of temperature and current density
    Chandesris, M.
    Medeau, V.
    Guillet, N.
    Chelghoum, S.
    Thoby, D.
    Fouda-Onana, F.
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2015, 40 (03) : 1353 - 1366
  • [9] Flow distribution in proton exchange membrane fuel cell stacks
    Chang, Paul A. C.
    St-Pierre, Jean
    Stumper, Juergen
    Wetton, Brian
    [J]. JOURNAL OF POWER SOURCES, 2006, 162 (01) : 340 - 355
  • [10] Using Bayesian network for fault location on distribution feeder
    Chien, CF
    Chen, SL
    Lin, YS
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2002, 17 (03) : 785 - 793