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
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;
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
DOI :
10.1109/RAST.2003.1303931