TY  - CHAP
UR  - http://eprints.imtlucca.it/742/
TI  - Explicit hybrid model predictive control: discontinuous piecewise-affine approximation and FPGA implementation
AV  - none
Y1  - 2011///
KW  - Digital implementation; Control design for hybrid systems; Control of switched systems
N2  - 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.
M1  - 18
SP  - 1350
A1  - Poggi, Tomaso
A1  - Trimboli, Sergio
A1  - Bemporad, Alberto
A1  - Storace, Marco
SN  - 978-3-902661-93-7
PB  - IFAC
EP  - 1355
T2  - Proceedings of the 18th IFAC World Congress, 2011
ID  - eprints742
ER  -