Improved adaptive fault-tolerant control design for hypersonic vehicle based on interval type-2 T-S model

被引:18
作者
Chen, Fuyang [1 ,2 ]
Hu, Longze [1 ]
Wen, Changyun [3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Automat Engn, Nanjing 210016, Jiangsu, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Jiangsu Key Lab Internet Things & Control Technol, Nanjing 210016, Jiangsu, Peoples R China
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
基金
中国国家自然科学基金;
关键词
fault accommodation; fault estimation; hypersonic flight vehicle; interval type-2 T-S system; SELF-REPAIRING CONTROL; FUZZY-SYSTEMS; HELICOPTER;
D O I
10.1002/rnc.3923
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study proposes an improved adaptive fault estimation and accommodation algorithm for a hypersonic flight vehicle that uses an interval type-2 Takagi-Sugeno fuzzy model and a quantum switching module. First, an interval type-2 Takagi-Sugeno fuzzy model for the hypersonic flight vehicle system with elevator faults is developed to process the nonlinearity and parameter uncertainties. An improved adaptive fault estimation algorithm is then constructed by adding an adjustable parameter. The quantum switching module is also applied to the estimation part to select an appropriate algorithm in different fault cases. The estimation results from the given fuzzy observer are used to design a type-2 fuzzy fault accommodation controller to stabilize the fuzzy system. The stability of the proposed scheme is analyzed using the Lyapunov stability theory. Finally, the validity and availability of themethod are verified by a series of comparisons on numerical simulation results.
引用
收藏
页码:1097 / 1115
页数:19
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