Dynamic Programming Techniques for Planar Orbital Transfer of Low Earth Orbit Satellites
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arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866911963545600000 |
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| author | Ciancarelli, C. Ferretti, R. Intelisano, A. Villani, G. |
| author_facet | Ciancarelli, C. Ferretti, R. Intelisano, A. Villani, G. |
| contents | In this paper, we present an application of the optimal control theory to orbital transfer of Low Earth Orbit satellites. The optimal control problem is treated with Dynamic Programming techniques which require solving the Hamilton--Jacobi--Bellman equation on a suitable state space, with the reconstruction of the optimal controls made in the form of a static feedback. In order to validate the numerical scheme without the complexity of the full model, this first study sets the problem in planar form, thus working in a four-dimensional state space. We will study various techniques to speed up the computation, and assess the accuracy of the numerical solution.
This project is born from the attempt of evaluating and applying direct method of optimal control techniques based on Dynamic Programming as a complementary approach to the well known indirect methods, as Pontryagin or Lawden. In particular, the final aim is to treat the case of low thrust engines from real use cases, in the full 3-D problem. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_14675 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Dynamic Programming Techniques for Planar Orbital Transfer of Low Earth Orbit Satellites Ciancarelli, C. Ferretti, R. Intelisano, A. Villani, G. Optimization and Control 49L12, 49M25, 65N06 In this paper, we present an application of the optimal control theory to orbital transfer of Low Earth Orbit satellites. The optimal control problem is treated with Dynamic Programming techniques which require solving the Hamilton--Jacobi--Bellman equation on a suitable state space, with the reconstruction of the optimal controls made in the form of a static feedback. In order to validate the numerical scheme without the complexity of the full model, this first study sets the problem in planar form, thus working in a four-dimensional state space. We will study various techniques to speed up the computation, and assess the accuracy of the numerical solution. This project is born from the attempt of evaluating and applying direct method of optimal control techniques based on Dynamic Programming as a complementary approach to the well known indirect methods, as Pontryagin or Lawden. In particular, the final aim is to treat the case of low thrust engines from real use cases, in the full 3-D problem. |
| title | Dynamic Programming Techniques for Planar Orbital Transfer of Low Earth Orbit Satellites |
| topic | Optimization and Control 49L12, 49M25, 65N06 |
| url | https://arxiv.org/abs/2407.14675 |