Title :
Constrained spacecraft attitude control on SO(3) using fast nonlinear model predictive control
Author :
Gupta, Rohit ; Kalabic, Uros V. ; Di Cairano, Stefano ; Bloch, Anthony M. ; Kolmanovsky, Ilya V.
Author_Institution :
Dept. of Aerosp. Eng., Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
In this paper, a fast solver for the optimization problem arising in the nonlinear model predictive control of spacecraft attitude is developed and simulation results of its application to constrained spacecraft attitude control are presented. The solver exploits the numerical solution of the necessary conditions for optimality in a discrete-time optimal control problem defined over a prediction horizon, where the discrete-time dynamics are based on the Lie group variational integrator model. The inequality constraints (thrust constraint, inclusion/exclusion zone constraints, etc.) are handled using a penalty function approach. Our developments exploit the geometric mechanics and control formalism.
Keywords :
Lie groups; attitude control; discrete time systems; nonlinear control systems; optimal control; optimisation; predictive control; space vehicles; Lie group variational integrator model; SO(3); constrained spacecraft attitude control; control formalism; discrete-time dynamics; discrete-time optimal control problem; geometric mechanics; inclusion/exclusion zone constraint; inequality constraint; necessary condition; nonlinear model predictive control; numerical solution; optimization problem; penalty function approach; prediction horizon; thrust constraint; Attitude control; Mathematical model; Predictive control; Predictive models; Sensitivity; Space vehicles; Standards;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7171188