Robust stability analysis for class of Takagi-Sugeno (T-S) fuzzy with stochastic process for sustainable hypersonic vehicles

被引:30
作者
Aslam, Muhammad Shamrooz [1 ,2 ]
Tiwari, Prayag [3 ]
Pandey, Hari Mohan [4 ]
Band, Shahab S. [5 ]
机构
[1] China Univ Min & Technol, Artificial Intelligence Res Inst, Xuzhou, Peoples R China
[2] Guangxi Univ Sci & Technol, Sch Automation, Liuzhou 545006, Peoples R China
[3] Halmstad Univ, Sch Informat Technol, Halmstad, Sweden
[4] Bournemouth Univ, Data Sci & Artificial Intelligence Dept, Poole BH12 5BB, Dorset, England
[5] Natl Yunlin Univ Sci & Technol, Coll Future, Future Technol Res Ctr, 123 Univ Rd,Sect 3, Touliu 64002, Yunlin, Taiwan
关键词
Stochastic system; H-infinity control; Linear matrix inequalities; Stabilizing controller; MARKOVIAN JUMP SYSTEMS; SLIDING MODE CONTROL; H-INFINITY CONTROL; DELAY; CONTROLLERS; DESIGN;
D O I
10.1016/j.ins.2023.119044
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, the rapid development of Unmanned Aerial Vehicles (UAVs) enables ecological conservation, such as low-carbon and "green" transport, which helps environmental sustainability. In order to address control issues in a given region, UAV charging infrastructure is urgently needed. To better achieve this task, an investigation into the T-S fuzzy modeling for Sustainable Hypersonic Vehicles (SHVs) with Markovian jump parameters and H-infinity attitude control in three channels was conducted. Initially, the reentry dynamics were transformed into a control-oriented affine nonlinear model. Then, the original T-S local modeling method for SHV was projected by primarily referring to Taylor's expansion and fuzzy linearization methodologies. After the estimation of precision and controller complexity was assumed, the fuzzy model for jump nonlinear systems mainly consisted of two levels: a crisp level and a fuzzy level. The former illustrates the jumps, and the latter a fuzzy level that represents the nonlinearities of the system. Then, a systematic method built in a new coupled Lyapunov function for a stochastic fuzzy controller was used to guarantee the closed-loop system for H-infinity gain in the presence of a predefined performance index. Ultimately, numerical simulations were conducted to show how the suggested controller can be successfully applied and functioned in controlling the original attitude dynamics.
引用
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页数:25
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