A NOVEL DESIGN OF ITERATIVE LEARNING OBSERVER FOR FAULT ESTIMATION

被引:0
作者
Liu, Chun-Mei [1 ]
Yang, Han-Long [1 ]
Chen, Wen [1 ]
机构
[1] Shenyang Univ Technol, Dept Elect Engn, Shenyang 111003, Peoples R China
来源
PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2011, VOL 3, PTS A AND B | 2012年
关键词
FAILURE-DETECTION; SYSTEMS; DIAGNOSIS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper is to present a novel design of the Iterative Learning Observer (ILO) for the purpose of fault estimation. With the new design of ILO, initial oscillation of the fault estimate is dramatically reduced. The learning accuracy is accordingly improved. Convergence of the ILO to the system is proved and simulation study is conducted. It shows that accurate fault estimation can be performed by the new ILO.
引用
收藏
页码:671 / 676
页数:6
相关论文
共 21 条
[1]   DETECTING CHANGES IN SIGNALS AND SYSTEMS - A SURVEY [J].
BASSEVILLE, M .
AUTOMATICA, 1988, 24 (03) :309-326
[2]  
Chen J, 2012, ROBUST MODEL BASED F
[3]   An iterative learning observer for fault detection and accommodation in nonlinear time-delay systems [J].
Chen, W ;
Saif, M .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2006, 16 (01) :1-19
[4]  
Chen W, 2001, IEEE DECIS CONTR P, P4469, DOI 10.1109/CDC.2001.980906
[5]  
Chen W, 2002, P IFAC C
[6]   DETECTING INSTRUMENT MALFUNCTIONS IN CONTROL-SYSTEMS [J].
CLARK, RN ;
FOSTH, DC ;
WALTON, VM .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1975, 11 (04) :465-473
[7]   SENSITIVITY DISCRIMINATING OBSERVER DESIGN FOR INSTRUMENT FAILURE-DETECTION [J].
FRANK, PM ;
KELLER, L .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1980, 16 (04) :460-467
[8]  
Frank R. J. P. P. M., 1989, FAULT DIAGNOSIS DYNA
[9]  
Frank X. D. P. M., 1990, SYSTEMS CONTROL LETT, V15, P313
[10]  
Gertler J., 1998, Fault Detection and Diagnosis in Engineering Systems