Skip to main content

Robust Optimal Control of Dynamically Decoupled Systems via Distributed Feedbacks

  • Conference paper
  • First Online:
Optimization in the Natural Sciences (EmC-ONS 2014)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 499))

Included in the following conference series:

  • 347 Accesses

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Scattolini, R.: Architectures for distributed and hierarchical model predictive control - a review. J. of Process Control 19, 723–731 (2009)

    Article  Google Scholar 

  2. Camponogara, E., Jia, D., Krogh, B.H., Talukdar, S.: Distributed model predictive control. IEEE Control Syst. Mag. 22, 44–52 (2002)

    Article  Google Scholar 

  3. Jia, D., Krogh, B.: Min-max feedback model predictive control for distributed control with communication. In: American Control Conference, pp. 4507–4512 (2002)

    Google Scholar 

  4. 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)

    Article  MATH  MathSciNet  Google Scholar 

  5. 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)

    Article  MATH  Google Scholar 

  6. Richards, A., How, J.P.: Robust distributed model predictive control. Int. J. Control 80, 1517–1531 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  7. 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)

    Article  MathSciNet  Google Scholar 

  8. 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)

    Article  MathSciNet  Google Scholar 

  9. Balashevich, N.V., Gabasov, R., Kirillova, F.M.: Guaranteed on-line control for linear systems under disturbances. Funct. Diff. Eq. 11, 341–361 (2004)

    MATH  MathSciNet  Google Scholar 

  10. Kostyukova, O., Kostina, E.: Robust optimal feedback for terminal linear-quadratic conrol problems under disturbances. Math. Program. 107, 131–153 (2006)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Acknowledgments

This work is partially supported by the Belarusian Republican Foundation for Fundamental Research (grant \(\mathrm \varPhi \)14MC-005).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Natalia Dmitruk .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

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

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-20352-2_6

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-20351-5

  • Online ISBN: 978-3-319-20352-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics