Title :
An adaptive geno-fuzzy approach to three-axis electromagnetic control of microsatellite
Author :
Azizi, Sajad ; Mortazavi, Mahdi
Author_Institution :
Graduate Program in Electrical Engineering, Federal University of Minas Gerais, Av. Antonio Carlos 6627, 31270-901, Belo Horizonte, Brazil
Abstract :
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.
Keywords :
Biographies; Complexity theory; Earth; Green products; Space vehicles; Adaptive Fuzzy Controller; Genetic Algorithm (GA); Membership Functions; Observer;
Conference_Titel :
Aerospace Conference, 2015 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
978-1-4799-5379-0
DOI :
10.1109/AERO.2015.7119319