Title :
Robust model predictive control based on MRAS for satellite attitude control system
Author :
Pirouzmand, F. ; Ghahramani, N.O.
Author_Institution :
Dept. of Control Eng., Sci. & Res. Univ., Tehran, Iran
Abstract :
In this paper, a robust model predictive control (RMPC) is proposed based on model reference adaptive system (MRAS). In this algorithm, using the MRAS a combinational RMPC controller for three degree freedom satellite is designed such that the effect of moment of inertia uncertainty and external disturbance is compensated on the stability and performance of closed loop system. Control law is a state feedback which its gain is obtained by solving a convex optimization problem subject to several linear matrix inequalities (LMIs). To avoid the actuators saturation a linear matrix inequality is incorporated as LMI in the mentioned optimization problem. The advantages of this algorithm are needless to exact information from system´s model, robustness against model uncertainties and external disturbance. The proposed algorithm is implemented on the satellite attitude control system and the results of them are compared to generalized incremental model predictive control (GIPC) algorithm. The results show that the suggestive controller is more robust than the GIPC method.
Keywords :
artificial satellites; attitude control; closed loop systems; control system synthesis; convex programming; linear matrix inequalities; model reference adaptive control systems; predictive control; robust control; state feedback; GIPC method; LMI; MRAS; actuator saturation; closed loop system; combinational RMPC controller design; convex optimization problem; external disturbance; generalized incremental model predictive control algorithm; linear matrix inequalities; model reference adaptive system; moment of inertia uncertainty; robust model predictive control; satellite attitude control system; state feedback; three degree freedom satellite; Algorithm design and analysis; Attitude control; Prediction algorithms; Predictive control; Robustness; Satellites; Uncertainty; Linear matrix inequality; Model reference adaptive system; Robust model predictive control; Satellite attitude control system;
Conference_Titel :
Control, Instrumentation, and Automation (ICCIA), 2013 3rd International Conference on
Conference_Location :
Tehran
DOI :
10.1109/ICCIAutom.2013.6912808