Title :
System identification of large flexible appendage on satellite for autonomous control
Author :
Wenbo Li ; Dayi Wang ; Chengrui Liu
Author_Institution :
Beijing Inst. of Control Eng., Beijing, China
Abstract :
Vibration of Large flexible appendage seriously reduces the stability and accuracy of satellite attitude control, which can be solved by adjusting controller via on-orbit system identification method. This paper focuses on large flexible close mode satellite antenna, and Observer/Kalman filter identification (OKID) method is put into practice to solve the problem of system identification. Mode parameters and displacement responses under impulse and white noise excitations are extracted by finite element method (FEM), and then the concept of singular entropy is introduced to reduce observation noise and determine system order. Markov parameters are computed from displacement response and mode order, which is adopted in minimal realization of state space based on eigensystem realization algorithm (ERA). Comparing with the results of FEM in numerical simulation, OKID method is much more accurate and efficient for large flexible close mode satellite antenna on-orbit system identification.
Keywords :
Kalman filters; Markov processes; artificial satellites; finite element analysis; identification; stability; vibration control; FEM; Kalman filter identification; Markov parameters; OKID method; autonomous control; displacement response; eigensystem realization algorithm; finite element method; flexible close mode satellite antenna; large flexible appendage; numerical simulation; observation noise; observer; on-orbit system identification; satellite attitude control; singular entropy; stability; state space; vibration; white noise excitation; Entropy; Finite element analysis; Satellite antennas; Satellites; System identification; Vibrations; White noise;
Conference_Titel :
Control and Automation (ICCA), 2013 10th IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-4707-5
DOI :
10.1109/ICCA.2013.6565111