NEW FAULT TOLERANT CONTROL STRATEGIES FOR NONLINEAR TAKAGI-SUGENO SYSTEMS

被引:52
作者
Ichalal, Dalil [1 ]
Marx, Benoit [2 ]
Ragot, Jose [2 ]
Maquin, Didier [2 ]
机构
[1] Univ Evry Val dEssonne, IBISC Lab, F-91020 Courcouronnes, France
[2] Univ Lorraine, Res Ctr Automat Control Nancy CRAN, F-54516 Vandoeuvre Les Nancy, France
关键词
Takagi-Sugeno model; fault tolerant control; simultaneous fault and state estimations; Polya's theorem; Lyapunov theory; input-to-state stability; DESCRIPTOR SYSTEMS; UNKNOWN INPUTS; FUZZY CONTROL; OBSERVERS; DESIGN; STATE;
D O I
10.2478/v10006-012-0015-8
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
New methodologies for Fault Tolerant Control (FTC) are proposed in order to compensate actuator faults in nonlinear systems. These approaches are based on the representation of the nonlinear system by a Takagi-Sugeno model. Two control laws are proposed requiring simultaneous estimation of the system states and of the occurring actuator faults. The first approach concerns the stabilization problem in the presence of actuator faults. In the second, the system state is forced to track a reference trajectory even in faulty situation. The control performance depends on the estimation quality; indeed, it is important to accurately and rapidly estimate the states and the faults. This task is then performed with an Adaptive Fast State and Fault Observer (AFSFO) for the first case, and a Proportional-Integral Observer (PIO) in the second. Stability conditions are established with Lyapunov theory and expressed in a Linear Matrix Inequality (LMI) formulation to ease the design of FTC. Furthermore, relaxed stability conditions are given with the use of Polya's theorem. Some simulation examples are given in order to illustrate the proposed approaches.
引用
收藏
页码:197 / 210
页数:14
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