Spacecraft attitude control using explicit model predictive control
Ø Hegrenæs, JT Gravdahl, P Tøndel - Automatica, 2005 - Elsevier
Ø Hegrenæs, JT Gravdahl, P Tøndel
Automatica, 2005•ElsevierIn this paper, an explicit model predictive controller for the attitude of a satellite is designed.
Explicit solutions to constrained linear MPC problems can be computed by solving multi-
parametric quadratic programs (mpQP), where the parameters are the components of the
state vector. The solution to the mpQP is a piecewise affine (PWA) function, which can be
evaluated at each sample to obtain the optimal control law. The on-line computation effort is
restricted to a table-lookup, and the controller can be implemented on inexpensive hardware …
Explicit solutions to constrained linear MPC problems can be computed by solving multi-
parametric quadratic programs (mpQP), where the parameters are the components of the
state vector. The solution to the mpQP is a piecewise affine (PWA) function, which can be
evaluated at each sample to obtain the optimal control law. The on-line computation effort is
restricted to a table-lookup, and the controller can be implemented on inexpensive hardware …
In this paper, an explicit model predictive controller for the attitude of a satellite is designed. Explicit solutions to constrained linear MPC problems can be computed by solving multi-parametric quadratic programs (mpQP), where the parameters are the components of the state vector. The solution to the mpQP is a piecewise affine (PWA) function, which can be evaluated at each sample to obtain the optimal control law. The on-line computation effort is restricted to a table-lookup, and the controller can be implemented on inexpensive hardware as fixed-point arithmetics can be used. This is useful for systems with limited power and CPU resources. An example of such systems is micro-satellites, which is the focus of this paper. In particular, the explicit MPC (eMPC) approach is applied to the SSETI/ESEO micro-satellite, initiated by the European Space Agency (esa). The theoretical results are supported by simulations.
Elsevier
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