DocumentCode
3053575
Title
An experimental study on attitude control of spacecraft using neural networks
Author
Oh, Choongsuk ; Lee, Hyunjae ; Bang, Hyochoong
Author_Institution
Dept. of Mech. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fYear
2003
fDate
20-22 Nov. 2003
Firstpage
331
Lastpage
336
Abstract
This primary objective of this study is to demonstrate ground-based experiment for the attitude control of spacecraft. A two-axis rotational simulator with a flexible arm is constructed with on-off air thrusters and reaction wheel as actuation. The simulator is also equipped with payload pointing capability by simultaneous thruster and DC servo motor actuation. The experiment of spacecraft attitude control is performed using the reaction wheel. Using the reaction wheel the performance of the PID and the three proposed neural network controllers is illustrated by simulation and experimental results for a two-axis rotational simulator.
Keywords
aerospace simulation; attitude control; learning (artificial intelligence); neural nets; neurocontrollers; space vehicles; DC servo motor actuation; neural network controllers; neural networks; on-off air thrusters; reaction wheel; simulation; spacecraft attitude control; two axis rotational simulator; two-axis rotational simulator; Aerospace engineering; DC motors; Neural networks; Payloads; Servomechanisms; Servomotors; Space vehicles; Testing; Three-term control; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Recent Advances in Space Technologies, 2003. RAST '03. International Conference on. Proceedings of
Conference_Location
Istanbul, Turkey
Print_ISBN
0-7803-8142-4
Type
conf
DOI
10.1109/RAST.2003.1303931
Filename
1303931
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