MILP-MPC for planned maneuver station-keeping and collision avoidance of GEO satellites using on-off chemical thrusters
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Date
2024-11-02
Journal Title
Journal ISSN
Volume Title
Type
Article
Publisher
Ain Shams University
Series Info
Ain Shams Engineering Journal ; 2024 Article number 103145
Scientific Journal Rankings
Abstract
GEO satellites require precise station-keeping and ensuring collision avoidance to maintain their desired orbital positions and ensure uninterrupted communication services. However, maneuvering these satellites poses significant challenges due to various geophysical factors and orbital perturbations. This work proposes a model predictive control for planned maneuver station-keeping and collision avoidance of GEO satellites using south, east, and west maneuvers. These maneuvers have been achieved using on/off chemical thrusters with a short firing time. The station-keeping problem is reformulated as an optimization problem using mixed-integer linear programming. MILP-MPC formulation simultaneously considers multiple objectives and constraints such as fuel consumption, maneuver planning, and collision avoidance for mitigating collision risks. Simulation results demonstrate the effectiveness of the proposed MILP-MPC framework compared to the real-time telemetry in achieving accurate station-keeping and collision-free operation while optimizing fuel consumption. The proposed controller increases the satellite lifetime by reducing the thruster firing time.
Description
Keywords
Geostationary Earth orbit (GEO), Mixed integer linear programming (MILP), Model predictive control (MPC), Station-keeping
Citation
Karim, M., Ibrahim, M., Hendy, H., Ashry, M., & Elhalwagy, Y. Z. (2024b). MILP-MPC for planned maneuver station-keeping and collision avoidance of GEO satellites using on-off chemical thrusters. Ain Shams Engineering Journal, 103145. https://doi.org/10.1016/j.asej.2024.103145