Algorithmic control for real-time optimization of nonlinear systems

Simulations and experiments

Joe Imae, Kazutaka Yoshimizu, Tomoaki Kobayashi, Guisheng Zhai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

A new method for real-time calculation of nonlinear optimal control problems is proposed. The proposed method is based on the iterative algorithms for obtaining the numerical solutions of optimal control problems. In this paper, we adopt the Riccati-equation based algorithm, which is one of the iterative algorithms, and demonstrate that the proposed 'algorithmic controller' is applicable to the Van der Pol problem, the crane problem, and the swing-up problem of an inverted pendulum by means of simulations and experiments.

Original languageEnglish
Title of host publicationProceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05
Pages3729-3734
Number of pages6
Volume2005
DOIs
Publication statusPublished - 2005
Externally publishedYes
Event44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05 - Seville
Duration: 2005 Dec 122005 Dec 15

Other

Other44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05
CitySeville
Period05/12/1205/12/15

Fingerprint

Nonlinear systems
Riccati equations
Experiments
Cranes
Pendulums
Controllers

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Imae, J., Yoshimizu, K., Kobayashi, T., & Zhai, G. (2005). Algorithmic control for real-time optimization of nonlinear systems: Simulations and experiments. In Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05 (Vol. 2005, pp. 3729-3734). [1582742] https://doi.org/10.1109/CDC.2005.1582742

Algorithmic control for real-time optimization of nonlinear systems : Simulations and experiments. / Imae, Joe; Yoshimizu, Kazutaka; Kobayashi, Tomoaki; Zhai, Guisheng.

Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05. Vol. 2005 2005. p. 3729-3734 1582742.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Imae, J, Yoshimizu, K, Kobayashi, T & Zhai, G 2005, Algorithmic control for real-time optimization of nonlinear systems: Simulations and experiments. in Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05. vol. 2005, 1582742, pp. 3729-3734, 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05, Seville, 05/12/12. https://doi.org/10.1109/CDC.2005.1582742
Imae J, Yoshimizu K, Kobayashi T, Zhai G. Algorithmic control for real-time optimization of nonlinear systems: Simulations and experiments. In Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05. Vol. 2005. 2005. p. 3729-3734. 1582742 https://doi.org/10.1109/CDC.2005.1582742
Imae, Joe ; Yoshimizu, Kazutaka ; Kobayashi, Tomoaki ; Zhai, Guisheng. / Algorithmic control for real-time optimization of nonlinear systems : Simulations and experiments. Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05. Vol. 2005 2005. pp. 3729-3734
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