Adaptive Fault-Tolerant Tracking Control of Near-Space Vehicle Using Takagi-Sugeno Fuzzy Models

被引:331
作者
Jiang, Bin [1 ]
Gao, Zhifeng [1 ]
Shi, Peng [2 ]
Xu, Yufei [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 210016, Peoples R China
[2] Univ Glamorgan, Dept Comp & Math Sci, Pontypridd CF37 1DL, M Glam, Wales
基金
中国国家自然科学基金; 英国工程与自然科学研究理事会;
关键词
Actuator faults; adaptive control; fault-tolerant tracking control; Takagi-Sugeno (T-S) fuzzy models; DISCRETE-TIME-SYSTEMS; CONTROL DESIGN; NONLINEAR-SYSTEMS;
D O I
10.1109/TFUZZ.2010.2058808
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Based on the adaptive-control technique, this paper deals with the problem of fault-tolerant tracking control for near-space-vehicle (NSV) attitude dynamics. First, Takagi-Sugeno (T-S) fuzzy models are used to describe the NSV attitude dynamics; then, an actuator-fault model is developed. Next, an adaptive fault-tolerant tracking-control scheme is proposed based on the online estimation of actuator faults, in which a compensation control term is introduced in order to reduce the effect of actuator faults. Compared with some existing results of fault-tolerant control (FTC) in nonlinear systems, the technique presented in this paper is not dependent on fault detection and isolation (FDI) mechanism and is easy to implement in aerospace-engineering applications. Finally, simulation results are given to illustrate the effectiveness and potential of the proposed FTC scheme.
引用
收藏
页码:1000 / 1007
页数:8
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