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Koopman Reduced Order Control for Three Body Problem

DOI: 10.4236/mme.2019.91003, PP. 20-29

Keywords: Circle Restricted Three-Body Problem, Koopman Eigenfunction, Zero Velocity Curve

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Abstract:

In this paper, we use a Circle Restricted Three-Body Problem (CRTBP) to simulate the motion of a satellite. Then we reformulate this problem with the controller into the description using Koopman eigenfunction. Although the original dynamical system is nonlinear, the Koopman eigenfunction behaves linearly. Choosing Jacobi integral as the Koopman eigenfunction and using the zero velocity curve as the reference for control, we are allowed to combine well-developed Linear Quadratic Regulator (LQR) controller to design a nonlinear controller. Using this approach, we design the low thrust orbit transfer strategy for the satellite flying from the earth to the moon or from the earth to the sun.

References

[1]  Bertsekas, D.P. (1999) Nonlinear Programming. Athena Scientific Belmont.
[2]  Brunton, S.L., Brunton, B.W., Proctor, J.L. and Kutz, J.N. (2016) Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control. PLoS ONE, 11, e0150171.
https://doi.org/10.1371/journal.pone.0150171
[3]  Brunton, S.L, Proctor, J.L. and Kutz, J.N. (2016) Discovering Governing Equations from Data by Sparse Identification of Nonlinear Dynamical Systems. Proceedings of the National Academy of Sciences of USA, 113, 3932-3937.
https://doi.org/10.1073/pnas.1517384113
[4]  Fahroo, F. and Ross, I.M. (2002) Direct Trajectory Optimization by a Chebyshev Pseudospectral Method. Journal of Guidance, Control, and Dynamics, 25, 160-166.
https://doi.org/10.2514/2.4862
[5]  Herman, A.L. and Conway, B.A. (1996) Direct Optimization Using Collocation Based on High-Order Gausslobatto Quadrature Rules. Journal of Guidance, Control, and Dynamics, 19, 592-599.
https://doi.org/10.2514/3.21662
[6]  Kaiser, E., Kutz, J.N. and Brunton, S.L. (2017) Data-Driven Discovery of Koopman Eigenfunctions for Control. arXiv preprint arXiv:1707.01146
[7]  Koopman, B.O. (1931) Hamiltonian Systems and Transformation in Hilbert Space. Proceedings of the National Academy of Sciences of USA, 17, 315-318.
https://doi.org/10.1073/pnas.17.5.315
[8]  Topputo, F. and Zhang, C. (2014) Survey of Direct Transcription for Low-Thrust Space Trajectory Optimization with Applications. Abstract and Applied Analysis, 2014, Article ID 851720.

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