A formation mission scenario is considered, consisting of small satellites (Chasers) that must acquire and maintain a reference trajectory with respect to a larger and non-cooperating Target satellite. The Chaser must perform its formation guidance and control tasks within the framework of its thruster constraints: the case of a low thrust electrical engine is here considered. The constraints of such a thruster are relevant to: (a) single-axis orientation of the thrust (since only one engine is present); (b) the thrust level (only two levels are possible: maximum and zero); (c) maximum ON time (due to power consumption and temperature issues); (d) minimum ON time (because of the time required to prepare the motor ignition, it is preferrable not to have very short ignitions); (e) maximum number of ignitions; (f) minimum time between two subsequent ignitions. The control algorithm developed to satisfy all these constraints is a model predictive control based on a mixed-Integer genetic algorithm optimization, which provides a fast estimate of the necessary scheduled actions. The algorithm takes J2 and drag perturbations into account; at the scope a differential orbital parameters linear relative dynamics model has been used, while the real-world dynamics is represented by a high precision orbital propagator. The developed orbital controller is particularly effective when trajectory keeping is required, while a different (not optimal) controller is used when large reconfigurations are needed. Developing a guidance logic that opportunely switches between the two controllers, the results show that even such a multi-constrained control system can perform a wide range of typical formation operations, such as station keeping in normal mode and during Target's scheduled operations, and acquisition of different relative configurations, like Helix or Train formations.

Mixed-Integer GA optimization for the control of a formation of small satellites equipped with multi-constrained electric thrusters / Sabatini, M.; Palmerini, G. B.. - C1:(2021), pp. 1-13. (Intervento presentato al convegno IAF Astrodynamics Symposium 2021 at the 72nd International Astronautical Congress, IAC 2021 tenutosi a Dubai(UAE)).

Mixed-Integer GA optimization for the control of a formation of small satellites equipped with multi-constrained electric thrusters

Sabatini M.
;
Palmerini G. B.
2021

Abstract

A formation mission scenario is considered, consisting of small satellites (Chasers) that must acquire and maintain a reference trajectory with respect to a larger and non-cooperating Target satellite. The Chaser must perform its formation guidance and control tasks within the framework of its thruster constraints: the case of a low thrust electrical engine is here considered. The constraints of such a thruster are relevant to: (a) single-axis orientation of the thrust (since only one engine is present); (b) the thrust level (only two levels are possible: maximum and zero); (c) maximum ON time (due to power consumption and temperature issues); (d) minimum ON time (because of the time required to prepare the motor ignition, it is preferrable not to have very short ignitions); (e) maximum number of ignitions; (f) minimum time between two subsequent ignitions. The control algorithm developed to satisfy all these constraints is a model predictive control based on a mixed-Integer genetic algorithm optimization, which provides a fast estimate of the necessary scheduled actions. The algorithm takes J2 and drag perturbations into account; at the scope a differential orbital parameters linear relative dynamics model has been used, while the real-world dynamics is represented by a high precision orbital propagator. The developed orbital controller is particularly effective when trajectory keeping is required, while a different (not optimal) controller is used when large reconfigurations are needed. Developing a guidance logic that opportunely switches between the two controllers, the results show that even such a multi-constrained control system can perform a wide range of typical formation operations, such as station keeping in normal mode and during Target's scheduled operations, and acquisition of different relative configurations, like Helix or Train formations.
2021
IAF Astrodynamics Symposium 2021 at the 72nd International Astronautical Congress, IAC 2021
electrical propulsion; formation flying; moving horizon; optimal control
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Mixed-Integer GA optimization for the control of a formation of small satellites equipped with multi-constrained electric thrusters / Sabatini, M.; Palmerini, G. B.. - C1:(2021), pp. 1-13. (Intervento presentato al convegno IAF Astrodynamics Symposium 2021 at the 72nd International Astronautical Congress, IAC 2021 tenutosi a Dubai(UAE)).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1650311
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