Abstract
We consider an optimal control problem for a large-scale dynamical system represented by a team of objects with linear time-varying decoupled dynamics subject to disturbances and coupling constraints. It is assumed that centralized control is impossible and a delay in the communication network between systems is present. An algorithm for distributed feedback control is proposed. The algorithm breaks the large scale optimal control problem into sub-problems optimizing only for the inputs of the associated system. Feasibility and suboptimality of distributed control for the overall system is established and relevant data to be exchanged between the systems is analyzed.
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References
Scattolini, R.: Architectures for distributed and hierarchical model predictive control - a review. J. of Process Control 19, 723–731 (2009)
Camponogara, E., Jia, D., Krogh, B.H., Talukdar, S.: Distributed model predictive control. IEEE Control Syst. Mag. 22, 44–52 (2002)
Jia, D., Krogh, B.: Min-max feedback model predictive control for distributed control with communication. In: American Control Conference, pp. 4507–4512 (2002)
Stewart, B.T., Venkat, A.N., Rawlings, J.B., Wright, S.J., Pannocchia, G.: Cooperative distributed model predictive control. Syst. Control Lett. 59, 460–469 (2010)
Müller, M.A., Reble, M., Allgöwer, F.: Cooperative control of dynamically decoupled systems via distributed model predictive control. Int. J. Robust Nonlinear Control 22, 1376–1397 (2012)
Richards, A., How, J.P.: Robust distributed model predictive control. Int. J. Control 80, 1517–1531 (2007)
Gabasov, R., Dmitruk, N.M., Kirillova, F.M.: Decentralized optimal control of a group of dynamical objects. Comput. Math. and Math. Phys. 48, 561–576 (2008)
Gabasov, R., Dmitruk, N.M., Kirillova, F.M.: Decentralized optimal control of dynamical systems under uncertainty. Comput. Math. and Math. Phys. 51, 1128–1145 (2011)
Balashevich, N.V., Gabasov, R., Kirillova, F.M.: Guaranteed on-line control for linear systems under disturbances. Funct. Diff. Eq. 11, 341–361 (2004)
Kostyukova, O., Kostina, E.: Robust optimal feedback for terminal linear-quadratic conrol problems under disturbances. Math. Program. 107, 131–153 (2006)
Acknowledgments
This work is partially supported by the Belarusian Republican Foundation for Fundamental Research (grant \(\mathrm \varPhi \)14MC-005).
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Dmitruk, N. (2015). Robust Optimal Control of Dynamically Decoupled Systems via Distributed Feedbacks. In: Plakhov, A., Tchemisova, T., Freitas, A. (eds) Optimization in the Natural Sciences. EmC-ONS 2014. Communications in Computer and Information Science, vol 499. Springer, Cham. https://doi.org/10.1007/978-3-319-20352-2_6
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DOI: https://doi.org/10.1007/978-3-319-20352-2_6
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