RBF Adaptive Sliding Control for Five-axis Flexible Satellite

被引:0
|
作者
Ma Zheng [1 ,2 ,3 ]
Wu Yunjie [1 ,2 ,3 ]
Dong Xiaomeng [4 ]
机构
[1] Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
[2] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[3] Sci & Technol Aircraft Control Lab, Beijing 100191, Peoples R China
[4] CAST, Qian Xuesen Lab Space Technol, Beijing 100094, Peoples R China
关键词
flexible attachment; five-axis satellite model; adaptive RBF neural network; sliding mode variable structure;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With consideration of the flexible attachment effect, a robust sliding mode control method is proposed to realize RBF optimization of 3-DOF satellite with 2-DOF load. RBF neural network's approximation characteristic enables us to estimate the nonlinear function of satellite dynamics equation, furthermore, to adjust the sliding mode control law. Meanwhile, adaptive law is adopted to optimize the weights of neural network, so that satellite attitude and load attitude reach the expectation. Simulation results reveal that, this method far surpass traditional control method in rapidity, robustness and accuracy. Moreover, it's timeliness values much during practical application.
引用
收藏
页码:4245 / 4250
页数:6
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