Approximate Method for Synthesizing Continuous Joint Estimation and Control Systems Via the State-Dependent Riccati Equation Technique

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Abstract

The problem of approximate synthesis of a closed loop nonlinear continuous system of joint estimation and control is considered. An approach is used based on the application of the idea of the separation theorem for linear dynamical systems. Using the factorization operation, a nonlinear system is transformed into a structure similar to a linear system, and algorithms for synthesizing an optimal linear controller and state observer are applied to the transformed system, a feature of which is the dependence of the matrices included in the corresponding Riccati equations on the state vector. An example of the synthesis of a state observer and a controller is given, demonstrating the application of the proposed algorithm.

General Information

Keywords: optimal linear controller, state observer, separation principle, state-dependent Riccati equation, nonlinear dynamical system

Journal rubric: Optimization Methods

Article type: scientific article

DOI: https://doi.org/10.17759/mda.2024140303

Received: 25.05.2024

Accepted:

For citation: Panteleev A.V., Khvoshnyanskaya E.A. Approximate Method for Synthesizing Continuous Joint Estimation and Control Systems Via the State-Dependent Riccati Equation Technique. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2024. Vol. 14, no. 3, pp. 41–62. DOI: 10.17759/mda.2024140303. (In Russ., аbstr. in Engl.)

References

  1. Panteleyev A.V., Bortakovsky A.S. Theory of management in examples and tasks.- M.: INFRA-M, 2016.
  2. Kwakernaak, H., Sivan, R.. Linear optimal control systems. - M.: Mir, 1977.
  3. Davtyan, L.G.; Panteleev, A.V. Parametric optimization method for nonlinear continuous systems of joint estimation and control (in Russian) // Izvestia of the Russian Academy of Sciences. Theory and control systems. - 2019. № 3. - С. 34-47.
  4. Panteleev A.V., Skavinskaya D.V. Metaheuristic algorithms of global optimization. - Moscow: Vuzovskaya kniga, 2019. - 332 с.
  5. Panteleev, A.V.; Khvoshnyanskaya, E.A. Robust estimation of state vector coordinates in the problem of controlled motion of an aircraft// Aerospace Systems, 2024, 7(1), pp. 167-173.
  6. H. Beikzadeh, H. D. Taghirad. Nonlinear sensorless speed control of PM synchronous motor using a combination of observer and SDRE controller. In Proceedings of the 4th IEEE conference on Industrial electronics and its applications, IEEE, Xi'an, China, pp. 3570-3575, 2009.
  7. Z. Qu, J. R. Cloutier, C. P. Mracek. A new design methodology for suboptimal nonlinear control - SDARE. In Proceedings of the 13th IFAC World Congress, San Francisco, USA, pp. 365¬-370, 1996.
  8. D. Haessig, B. Friedland. The state-dependent Riccati differential equation for nonlinear estimation and control. In Proceedings of the 15th Triennial IFAC World Congress, Barcelona, Spain, 2002. [Online], Available: http://www.nt.ntnu.no/users/skoge/prost/proceedings/ifac2002/data/content/02294/2294.pdf, January 11, 2011.
  9. T. Cimen. Systematic and efficient design of nonlinear feedback controllers using the state-dependent Riccati equation (SDRE) method. Annual Reviews in Control, vol. 34, no. 1, pp. 32-51, 2010.
  10. H. Beikzadeh and H. D. Taghirad. Exponential nonlinear observer based on state dependent Riccati differential equation. International Journal of Automation and Computer Science, 9(4), pp. 358-368, August 2012. DOI: 10.1007/s11633-012-0656-y
  11. Kireev, V.I. Numerical methods in examples and problems / V.I. Kireev, A.V. Panteleev. - 4th, Corrected. - St. Petersburg: Publishers Lan, 2015. - 448 с.
  12. Davtyan, L.G.; Panteleev, A.V. Parametric optimization method for nonlinear continuous systems of joint estimation and control // Journal of Computer and Systems Sciences International. 2019. V. 58. No. 3. P. 360-373. DOI:10.1134/S1064230719030079
  13. Kwakernaak H., Sivan R. Linear Optimal Control Systems. NY., Wiley-Interscience. 1972.

Information About the Authors

Andrey V. Panteleev, Doctor of Physics and Matematics, Professor, Head of the Department of Mathematical Cybernetics, Institute of Information Technologies and Applied Mathematics, Moscow Aviation Institute (National Research University), Moscow, Russia, ORCID: https://orcid.org/0000-0003-2493-3617, e-mail: avpanteleev@inbox.ru

Elizaveta A. Khvoshnyanskaya, Master’s Degree Student of the Institute “Computer Science and Applied Mathematics”, Moscow Aviation Institute (National Research University) (MAI), Moscow, Russia, ORCID: https://orcid.org/0009-0009-6901-8720, e-mail: liza190401@mail.ru

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