Title :
Fuzzy dynamic characteristic modeling and intelligent adaptive control for complex spacecraft
Author :
Luo, Xiong ; Hu, Song ; Sun, Zengqi ; Qiu, Xintao
Author_Institution :
Key Lab. of Adv. Control of Iron & Steel Process, Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Because of strong coupling, nonlinear, and time-varying characteristics, it is difficult to control complex spacecraft. By means of combining with controlled object dynamics and performance requirements, characteristic modeling and control approach is an effective way to solve this problem. Aimed at the flexible satellites described by using characteristic modeling approach, with the help of fuzzy rules, fuzzy dynamic characteristic modeling method and intelligent adaptive controller are designed to control this complex spacecraft. Meanwhile, based on the satellite system simulation platform, we validate the correctness and efficiency of the proposed modeling and control method by comparing with the simulation results of the other similar methods.
Keywords :
adaptive control; space vehicles; complex spacecraft; fuzzy dynamic characteristic modeling; fuzzy rules; intelligent adaptive control; satellite system simulation; Adaptation model; Artificial intelligence; Information science; Intelligent control; Laboratories; Satellites; Space vehicles; characteristic modeling; complex spacecraft; flexible satellite; fuzzy dynamic characteristic modeling;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5553851