Computational advantages of a two-level hybrid control architecture

Moor, T.; Davoren, J. M.; Raisch, J.

doi:10.1109/.2001.980126

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Computational advantages of a two-level hybrid control architecture

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Raisch, J.
Systems and Control Theory, Max Planck Institute for Dynamics of Complex Technical Systems, Max Planck Society;
Otto-von-Guericke-Universität Magdeburg, External Organizations;

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Citation

Moor, T., Davoren, J. M., & Raisch, J. (2001). Computational advantages of a two-level hybrid control architecture. In Proceedings of the 40th IEEE Conference on Decision and Control (pp. 358-363).

Cite as: https://hdl.handle.net/11858/00-001M-0000-0013-A199-3

Abstract

We investigate a two-level hierarchical architecture for hybrid control. On the top, a discrete supervisory controller acts on quantised measurement information by switching between a finite number of continuous controllers in order to enforce a language inclusion specification. A widely accepted approach to this problem is to first construct a discrete abstraction of the continuous low-level feedback loops and to subsequently resort to DES techniques to solve the high-level synthesis problem. While in principle adopting this approach, we show how to use the structure induced by the low-level controllers to significantly increase computational efficiency of the abstraction procedure. Our methodology enables the system designer to exploit a trade-off between the increase in computational efficiency and the loss in controller flexibility caused by the specific hierarchical structure. © Copyright 2014 IEEE - All rights reserved. [accessed 2014 April 1st]