Poggi, Tomaso and Trimboli, Sergio and Bemporad, Alberto and Storace, Marco Explicit hybrid model predictive control: discontinuous piecewise-affine approximation and FPGA implementation. In: Proceedings of the 18th IFAC World Congress, 2011. IFAC, pp. 1350-1355. ISBN 978-3-902661-93-7 (2011)
Full text not available from this repository.Abstract
In this paper we introduce a digital architecture implementing the explicit solution of a switched model predictive control problem. Given a mixed-logic dynamical system, we derive an explicit controller in the form of a possibly discontinuous piecewise-affine function. This function is then approximated by resorting to piecewise-affine simplicial functions, which can be implemented on a circuit by extending the representation capabilities of a previously proposed architecture to evaluate the control action. The architecture has been implemented on FPGA and validated on a benchmark example related to an air conditioning system.
| Item Type: | Book Section |
|---|---|
| Identification Number: | 10.3182/20110828-6-IT-1002.02517 |
| Uncontrolled Keywords: | Digital implementation; Control design for hybrid systems; Control of switched systems |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science T Technology > TJ Mechanical engineering and machinery |
| Research Area: | Computer Science and Applications |
| Depositing User: | Professor Alberto Bemporad |
| Date Deposited: | 29 Jul 2011 10:53 |
| Last Modified: | 06 Jul 2012 13:14 |
| URI: | http://eprints.imtlucca.it/id/eprint/742 |
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