An Adaptive Geno-Fuzzy Approach to Three-axis Electromagnetic Control of Microsatellite

被引:0
|
作者
Azizi, Sajad [1 ]
Mortazavi, Mahdi [2 ]
机构
[1] Univ Fed Minas Gerais, Grad Program Elect Engn, Av Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
[2] Amirkabir Univ Technol, Aerosp Dept, Ctr Excellence Computat Aerosp, Tehran Polytech, Tehran, Iran
关键词
Adaptive Fuzzy Controller; Observer; Genetic Algorithm (GA); Membership Functions;
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
In this paper, a fuzzy based control system is considered for three-axis stabilization of a micro-satellite in low earth orbit through electromagnetic actuators only. Accordingly, an adaptive fuzzy control strategy is proposed to compensate Euler angles errors indirectly. The torque coils are excited so that the orbital frame magnetic field and body frame magnetic field coincide. For improving the performance of the fuzzy controller, a genetic algorithm based optimization is employed to adjust fuzzy membership function parameters. The results show that triaxial attitude stability can be achieved by keeping the pitch angle less than 1 degree, and roll and yaw angles less than 4 degrees near the poles and equator. To prove the performance of the proposed approach the results are compared with a common LQR controller.
引用
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页数:10
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