1. Fast adaptive fault estimation and accommodation for nonlinear time-varying delay systems
- Author
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Vincent Cocquempot, Ke Zhang, Bin Jiang, Systèmes Tolérants aux Fautes (STF), Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), and Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)
- Subjects
0209 industrial biotechnology ,Engineering ,Mathematical optimization ,Automatic control ,Hardware_PERFORMANCEANDRELIABILITY ,02 engineering and technology ,[SPI.AUTO]Engineering Sciences [physics]/Automatic ,020901 industrial engineering & automation ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,delay-dependent criteria ,Fault estimation ,adaptive fault diagnosis observer ,business.industry ,Linear matrix inequality ,Observer (special relativity) ,fault accommodation ,Weighting ,Adaptive observer ,Nonlinear system ,Control and Systems Engineering ,020201 artificial intelligence & image processing ,business ,Accommodation ,time-delay systems ,linear matrix inequality ,Matrix method - Abstract
This paper studies the problem of fault estimation and accommodation for a class of nonlinear time-varying delay systems using adaptive fault diagnosis observer (AFDO). A novel fast adaptive fault estimation algorithm that does not need the derivative of the output vector is proposed to enhance the performance of fault estimation. Meanwhile, a delay-dependent criteria is obtained based on free weighting matrix method with the purpose of reducing the conservatism of the AFDO design. On the basis of fault estimation, an observer-based fault-tolerant controller is designed to guarantee the stability of the closed-loop system. In terms of matrix inequality, we derive sufficient conditions for the existence of the adaptive observer and fault-tolerant controller. Simulation results are presented to illustrate the efficiency of the proposed method. Copyright © 2009 John Wiley and Sons Asia Pte Ltd and Chinese Automatic Control Society
- Published
- 2009