Fault Detection and Isolation in Dynamic Systems using Statistical Local Approach and Hybrid Least Squares Algorithm
作者： belkacem ATHAMENA , Zina houhamdi , Mohammed muhairat
DOI: 10.3844/AJASSP.2007.977.986
关键词:
摘要: A fault detection and isolation (FDI) scheme for dynamic system proposed. This study deals with the design of discrete-time linear using delta operator approach hybrid least squares (HLS) algorithm. third residual generation based on statistical local derivative normalized a small temporal window investigated. new technique meets desired FDI performance specifications by increasing faults magnitude decreasing noise effects. Some simulation results were provided to evaluate design.
thescipub.com
researchgate.net 参考文章(10)
Belkacem Athamena, Hadj Ahmed Abbassi, Fault detection and isolation using hybrid parameter estimation and fuzzy logic residual evaluation Informatica (slovenia). ,vol. 27, pp. 29- 38 ,(2003)
P K Sinha, ELECTROMAGNETIC SUSPENSION DYNAMICS & CONTROL Peregrinus. ,(1987)
Richard H.. Middleton, Graham Clifford Goodwin, Digital control and estimation : a unified approach ,(1990)
MICHÈLE BASSEVILLE, On-board Component Fault Detection and Isolation Using the Statistical Local Approach Automatica. ,vol. 34, pp. 1391- 1415 ,(1998) , 10.1016/S0005-1098(98)00086-7
Michèle Basseville, Albert Benveniste, Maurice Goursat, Laurent Mevel, Subspace-based algorithms for structural identification, damage detection, and sensor data fusion EURASIP Journal on Advances in Signal Processing. ,vol. 2007, pp. 200- 200 ,(2007) , 10.1155/2007/69136
C.P. Neuman, Properties of the delta operator model of dynamic physical systems systems man and cybernetics. ,vol. 23, pp. 296- 301 ,(1993) , 10.1109/21.214791
M. Basseville, I. Nikiforov, Handling nuisance parameters in systems monitoring conference on decision and control. pp. 3832- 3837 ,(2005) , 10.1109/CDC.2005.1582759
B. Huang, Detection of abrupt changes of total least squares models and application in fault detection IEEE Transactions on Control Systems and Technology. ,vol. 9, pp. 357- 367 ,(2001) , 10.1109/87.911387
Nigel Peach, M. Basseville, I. V. Nikiforov, Detection of Abrupt Changes: Theory and Applications. Journal of The Royal Statistical Society Series A-statistics in Society. ,vol. 158, pp. 185- ,(1995) , 10.2307/2983416
Alexandre Evsukoff, Jacky Montmain, Sylviane Gentil, Dynamic Model and Causal Knowledge-Based Fault Detection and Isolation IFAC Proceedings Volumes. ,vol. 30, pp. 687- 692 ,(1997) , 10.1016/S1474-6670(17)42480-3