Model-based fault diagnosis in PEM fuel cell systems

被引:104
作者
Escobet, T. [1 ]
Feroldi, D. [2 ]
de Lira, S. [1 ]
Puig, V. [1 ]
Quevedo, J. [1 ]
Riera, J. [2 ]
Serra, M. [2 ]
机构
[1] Univ Politecn Cataluna, Automat Control Dept ESAII, Terrassa 08222, Spain
[2] Univ Politecn Cataluna, CSIC, Inst Robot & Informat Ind IRI, E-08028 Barcelona, Spain
关键词
PEMFC; Fault detection; Fault diagnostic;
D O I
10.1016/j.jpowsour.2008.12.014
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 this work, a model-based fault diagnosis methodology for PEM fuel cell systems is presented. The methodology is based on computing residuals, indicators that are obtained comparing measured inputs and outputs with analytical relationships, which are obtained by system modelling. The innovation of this methodology is based on the characterization of the relative residual fault sensitivity. To illustrate the results, a non-linear fuel cell simulator proposed in the literature is used, with modifications, to include a set of fault scenarios proposed in this work. Finally, it is presented the diagnosis results corresponding to these fault scenarios. It is remarkable that with this methodology it is possible to diagnose and isolate all the faults in the proposed set in contrast with other well known methodologies which use the binary signature matrix of analytical residuals and faults. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:216 / 223
页数:8
相关论文
共 12 条
[1]  
Blanke M., 2006, Diagnosis and fault-tolerant control
[2]  
Chen J, 2012, ROBUST MODEL BASED F
[3]   Performance improvement of a PEMFC system controlling the cathode outlet air flow [J].
Feroldi, Diego ;
Serra, Maria ;
Riera, Jordi .
JOURNAL OF POWER SOURCES, 2007, 169 (01) :205-212
[4]  
Gertler J., 1998, Fault Detection and Diagnosis in Engineering Systems
[5]   Model-based fault-detection and diagnosis - status and applications [J].
Isermann, R .
ANNUAL REVIEWS IN CONTROL, 2005, 29 (01) :71-85
[6]   Passive robust fault detection of dynamic processes using interval models [J].
Puig, V. ;
Quevedo, J. ;
Escobet, T. ;
Nejjari, F. ;
de las Heras, S. .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2008, 16 (05) :1083-1089
[7]  
PUIG V, 2006, P 6 IFAC SAFEPROCESS, P1111
[8]  
PUIG V, 2004, REV IBEROAMERICANA A, V2, P5
[9]  
Puig V., 2004, Revista Iberoamericana de Automatica e Informatica Industrial, V1, P15
[10]  
Pukrushpan J.T., 2004, ADV IND CON