Energy-based feedback control for stochastic port-controlled Hamiltonian systems
Authors
Wassim M. Haddad, Tanmay Rajpurohit, Xu Jin
Abstract
In this paper, we develop an energy-based static and dynamic control framework for stochastic port-controlled Hamiltonian systems. In particular, we obtain constructive sufficient conditions for stochastic feedback stabilization that provide a shaped energy function for the closed-loop system while preserving a Hamiltonian structure at the closed-loop level. In the dynamic control case, energy shaping is achieved by combining the physical energy of the plant and the emulated energy of the controller. Several numerical examples are presented that demonstrate the efficacy of the proposed passivity-based stochastic control framework.
Keywords
Port-controlled Hamiltonian systems; Stochastic dynamical systems; Energy functions; Energy-based control; Stochastic stability
Citation
- Journal: Automatica
- Year: 2018
- Volume: 97
- Issue:
- Pages: 134–142
- Publisher: Elsevier BV
- DOI: 10.1016/j.automatica.2018.07.031
BibTeX
@article{Haddad_2018,
title={{Energy-based feedback control for stochastic port-controlled Hamiltonian systems}},
volume={97},
ISSN={0005-1098},
DOI={10.1016/j.automatica.2018.07.031},
journal={Automatica},
publisher={Elsevier BV},
author={Haddad, Wassim M. and Rajpurohit, Tanmay and Jin, Xu},
year={2018},
pages={134--142}
}
References
- Arapostathis, (2012)
- Arnold, (1974)
- Bloch, A. M. & Marsden, J. E. Stabilization of rigid body dynamics by the Energy-Casimir method. Systems & Control Letters 14, 341–346 (1990) – 10.1016/0167-6911(90)90055-y
- Khasminskii, (2012)
- Mao, X. Stochastic Versions of the LaSalle Theorem. Journal of Differential Equations 153, 175–195 (1999) – 10.1006/jdeq.1998.3552
- Øksendal, (1995)
- Ortega, On output feedback global stabilization of Euler-Lagrange systems. International Journal of Control (1995)
- Ortega, (1998)
- Ortega, Stabilization of port-controlled Hamiltonian systems via energy balancing. (1999)
- Ortega, R., van der Schaft, A., Maschke, B. & Escobar, G. Interconnection and damping assignment passivity-based control of port-controlled Hamiltonian systems. Automatica 38, 585–596 (2002) – 10.1016/s0005-1098(01)00278-3
- Ortega, R., van der Schaft, A., Maschke, B. & Escobar, G. Energy-shaping of port-controlled Hamiltonian systems by interconnection. Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304) vol. 2 1646–1651 – 10.1109/cdc.1999.830260
- Ortega, R., Spong, M. W., Gomez-Estern, F. & Blankenstein, G. Stabilization of a class of underactuated mechanical systems via interconnection and damping assignment. IEEE Trans. Automat. Contr. 47, 1218–1233 (2002) – 10.1109/tac.2002.800770
- Rajpurohit, T. & Haddad, W. M. Dissipativity theory for nonlinear stochastic dynamical systems: Input-output and state properties. 2016 American Control Conference (ACC) 2965–2970 (2016) doi:10.1109/acc.2016.7525370 – 10.1109/acc.2016.7525370
- Rajpurohit, T. & Haddad, W. M. Dissipativity Theory for Nonlinear Stochastic Dynamical Systems. IEEE Trans. Automat. Contr. 62, 1684–1699 (2017) – 10.1109/tac.2016.2598474
- van der Schaft, (1996)
- Willems, J. C. Dissipative dynamical systems part I: General theory. Arch. Rational Mech. Anal. 45, 321–351 (1972) – 10.1007/bf00276493