An architecture for system-wide fault detection and isolation

被引:7
作者
Dassanayake, HPB [1 ]
Roberts, C [1 ]
Goodman, CJ [1 ]
机构
[1] Univ Birmingham, Sch Elect & Elect Engn, Birmingham B15 2TT, W Midlands, England
关键词
fault diagnosis; fieldbus; condition monitoring; maintenance management;
D O I
10.1243/0959651011539187
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel approach to distributed fault detection and isolation (FDI) is presented. Consideration is given to an appropriate architecture and communication method for a truly distributed FDI system. As part of the discussion on system architecture, regard is given to the correct level at which fault detection, diagnosis and isolation should be carried out. The case study of an automatic door as part of a building automation system is presented. Recognized faults are induced on the asset and detection methods formulated. It is demonstrated that, by implementing the fault detection algorithms at a lower level, it is possible to carry out FDI over a system consisting of many assets. This allows maintenance staff more precise information regarding the health of the whole system and allows system-wide isolation and in-depth diagnostics to be applied in the event of a fault being detected. The architecture discussed allows the implementation of system-wide FDI at a fraction of the cost of stand-alone systems.
引用
收藏
页码:37 / 46
页数:10
相关论文
共 10 条
[1]  
Chen J., 2012, Robust model-based fault diagnosis for dynamic systems, VVol. 3
[2]   Fault detection and isolation using parity relations [J].
Gertler, J .
CONTROL ENGINEERING PRACTICE, 1997, 5 (05) :653-661
[3]  
Gertler J., 1998, FAULT DETECTION DIAG
[4]   FAULT-DIAGNOSIS OF MACHINES VIA PARAMETER-ESTIMATION AND KNOWLEDGE PROCESSING - TUTORIAL PAPER [J].
ISERMANN, R .
AUTOMATICA, 1993, 29 (04) :815-835
[5]  
KHONEN T, 1995, SPRINGER SERIES INFO
[6]  
KHONEN T, 1990, P IEEE SEPT, V78, P1464
[7]   Formal definition of single throw mechanical equipment for fault diagnosis [J].
Lehrasab, N ;
Fararooy, S .
ELECTRONICS LETTERS, 1998, 34 (23) :2231-2232
[8]  
ROBERTS C, 1999, CONDITION MONITO NOV, V155, P5
[9]  
WATTON J, 1992, CONDITIONS MONITORIN
[10]  
WONG A, 1997, P 4 INT C ADV POW SY, P819