Passivity-based control of underactuated systems with non-integrable state-dependent matched disturbances
Authors
Abstract
This work investigates the passivity-based control of a class of underactuated mechanical systems subject to matched disturbances that enter the dynamics through a state-dependent vector-valued function that is not integrable. The main contributions include a new passivity-based controller with a dynamic extension, designed with the port-Hamiltonian formalism, and, most importantly, a suitably defined function of the states, serving the purpose of estimating the disturbance parameters while circumventing the usual integrability assumption. A corresponding controller is designed with the Lagrangian formalism, and key differences are discussed. Numerical simulations on two examples demonstrate the effectiveness of the new controllers.
Keywords
disturbances, energy shaping, lagrangian systems, nonlinear systems, port-hamiltonian systems, underactuated mechanical systems
Citation
- Journal: European Journal of Control
- Year: 2026
- Volume: 88
- Issue:
- Pages: 101473
- Publisher: Elsevier BV
- DOI: 10.1016/j.ejcon.2026.101473
BibTeX
@article{Franco_2026,
title={{Passivity-based control of underactuated systems with non-integrable state-dependent matched disturbances}},
volume={88},
ISSN={0947-3580},
DOI={10.1016/j.ejcon.2026.101473},
journal={European Journal of Control},
publisher={Elsevier BV},
author={Franco, Enrico},
year={2026},
pages={101473}
}References
- D. Mahindrakar A, Astolfi A, Ortega R, Viola G (2006) Further constructive results on interconnection and damping assignment control of mechanical systems: the Acrobot example. Int J Robust Nonlinear Control 16(14):671–685. https://doi.org/10.1002/rnc.108 – 10.1002/rnc.1088
- Astolfi, (2007)
- Bastos, Dynamic tube model predictive control for a class of soft manipulators with fluidic actuation. International Journal of Robust and Nonlinear Control (2023)
- Bastos G, Franco E (2025) Dynamic Tube-MPC for Underactuated Mechanical Systems With Matched and Unmatched Disturbances. IEEE Control Syst Lett 9:156–161. https://doi.org/10.1109/lcsys.2025.356718 – 10.1109/lcsys.2025.3567184
- Blankenstein G, Ortega R, Van Der Schaft AJ (2002) The matching conditions of controlled Lagrangians and IDA-passivity based control. International Journal of Control 75(9):645–665. https://doi.org/10.1080/0020717021013593 – 10.1080/00207170210135939
- Bloch AM, Dong Eui Chang, Leonard NE, Marsden JE (2001) Controlled Lagrangians and the stabilization of mechanical systems. II. Potential shaping. IEEE Trans Automat Contr 46(10):1556–1571. https://doi.org/10.1109/9.95605 – 10.1109/9.956051
- Bloch AM, Leonard NE, Marsden JE (2000) Controlled Lagrangians and the stabilization of mechanical systems. I. The first matching theorem. IEEE Trans Automat Contr 45(12):2253–2270. https://doi.org/10.1109/9.89556 – 10.1109/9.895562
- Chen, Adaptive stabilization of a PVTOL aircraft with uncertainties based on controlled Lagrangians. (2022)
- Donaire A, Romero JG, Ortega R, Siciliano B, Crespo M (2016) Robust IDA-PBC for underactuated mechanical systems subject to matched disturbances. Int J Robust Nonlinear Control 27(6):1000–1016. https://doi.org/10.1002/rnc.361 – 10.1002/rnc.3615
- Ferguson J, Donaire A, Middleton RH (2017) Integral Control of Port-Hamiltonian Systems: Nonpassive Outputs Without Coordinate Transformation. IEEE Trans Automat Contr 62(11):5947–5953. https://doi.org/10.1109/tac.2017.270099 – 10.1109/tac.2017.2700995
- Ferguson J, Donaire A, Ortega R, Middleton RH (2020) Matched Disturbance Rejection for a Class of Nonlinear Systems. IEEE Trans Automat Contr 65(4):1710–1715. https://doi.org/10.1109/tac.2019.293339 – 10.1109/tac.2019.2933398
- Franco E (2023) Integral passivity‐based control of underactuated mechanical systems with actuator dynamics and constant disturbances. Intl J Robust & Nonlinear 33(16):10024–10045. https://doi.org/10.1002/rnc.688 – 10.1002/rnc.6885
- Franco E (2025) Integral Controlled Lagrangians for underactuated mechanical systems subject to matched and unmatched disturbances. Journal of the Franklin Institute 362(18):108205. https://doi.org/10.1016/j.jfranklin.2025.10820 – 10.1016/j.jfranklin.2025.108205
- Franco E, Arpenti P, Donaire A (2023) Integral passivity‐based control of underactuated mechanical systems with state‐dependent matched disturbances. Intl J Robust & Nonlinear 34(5):3565–3585. https://doi.org/10.1002/rnc.715 – 10.1002/rnc.7151
- Franco, Integral IDA-PBC for underactuated mechanical systems subject to matched and unmatched disturbances. IEEE Control Systems Letters (2024)
- Franco E, Chen K (2025) Integral IDA-PBC for underactuated mechanical systems with unmeasured actuator dynamics and time-varying matched disturbances. European Journal of Control 85:101256. https://doi.org/10.1016/j.ejcon.2025.10125 – 10.1016/j.ejcon.2025.101256
- Franco E, Forni F (2024) Integral Controlled Lagrangians for Underactuated Mechanical Systems Subject to Position-Dependent Matched Disturbances. IEEE Control Syst Lett 8:466–471. https://doi.org/10.1109/lcsys.2024.339628 – 10.1109/lcsys.2024.3396288
- Franco E, Ryalat M (2025) Position‐Feedback Integral IDA‐PBC for Constant Matched and Unmatched Disturbances. Intl J Robust & Nonlinear 35(9):3623–3639. https://doi.org/10.1002/rnc.787 – 10.1002/rnc.7870
- Gheibi A, Ghiasi AR, Ghaemi S, Badamchizadeh MA (2020) Interconnection and damping assignment control based on modified actor–critic algorithm with wavelet function approximation. ISA Transactions 101:116–129. https://doi.org/10.1016/j.isatra.2020.01.01 – 10.1016/j.isatra.2020.01.013
- Gómez-Estern F, Van der Schaft AJ (2004) Physical Damping in IDA-PBC Controlled Underactuated Mechanical Systems. European Journal of Control 10(5):451–468. https://doi.org/10.3166/ejc.10.451-46 – 10.3166/ejc.10.451-468
- Gutiérrez‐Oribio D, Mercado‐Uribe JA, Moreno JA, Fridman L (2020) Robust global stabilization of a class of underactuated mechanical systems of two degrees of freedom. Intl J Robust & Nonlinear 31(9):3908–3928. https://doi.org/10.1002/rnc.517 – 10.1002/rnc.5176
- Harandi MRJ, Taghirad HD (2021) On the matching equations of kinetic energy shaping in IDA-PBC. Journal of the Franklin Institute 358(16):8639–8655. https://doi.org/10.1016/j.jfranklin.2021.08.03 – 10.1016/j.jfranklin.2021.08.034
- Harandi MRJ, Taghirad HD (2021) Solution of matching equations of IDA-PBC by Pfaffian differential equations. International Journal of Control 95(12):3368–3378. https://doi.org/10.1080/00207179.2021.197234 – 10.1080/00207179.2021.1972345
- Karagiannis D, Sassano M, Astolfi A (2009) Dynamic scaling and observer design with application to adaptive control. Automatica 45(12):2883–2889. https://doi.org/10.1016/j.automatica.2009.09.01 – 10.1016/j.automatica.2009.09.013
- Khalil, (1996)
- Nunna K, Sassano M, Astolfi A (2015) Constructive Interconnection and Damping Assignment for Port-Controlled Hamiltonian Systems. IEEE Trans Automat Contr 60(9):2350–2361. https://doi.org/10.1109/tac.2015.240066 – 10.1109/tac.2015.2400663
- Ortega R, Spong MW, Gomez-Estern F, Blankenstein G (2002) Stabilization of a class of underactuated mechanical systems via interconnection and damping assignment. IEEE Trans Automat Contr 47(8):1218–1233. https://doi.org/10.1109/tac.2002.80077 – 10.1109/tac.2002.800770
- Ryalat M, Laila DS (2016) A simplified IDA-PBC design for underactuated mechanical systems with applications. European Journal of Control 27:1–16. https://doi.org/10.1016/j.ejcon.2015.12.00 – 10.1016/j.ejcon.2015.12.001
- Ryalat M, Laila DS (2018) A Robust IDA-PBC Approach for Handling Uncertainties in Underactuated Mechanical Systems. IEEE Trans Automat Contr 63(10):3495–3502. https://doi.org/10.1109/tac.2018.279719 – 10.1109/tac.2018.2797191
- Woolsey C, Reddy CK, Bloch AM, Chang DE, Leonard NE, Marsden JE (2004) Controlled Lagrangian Systems with Gyroscopic Forcing and Dissipation. European Journal of Control 10(5):478–496. https://doi.org/10.3166/ejc.10.478-49 – 10.3166/ejc.10.478-496
- Yang Y, Pan Y, Xu C-Z, Wunsch DC (2024) Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay. IEEE Trans Neural Netw Learning Syst 35(3):3278–3290. https://doi.org/10.1109/tnnls.2022.321356 – 10.1109/tnnls.2022.3213566