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FPGA implementation of predictive control

Authors :
Abdelkader Mami
Emna Aridhi
Mehdi Abbes
LACS
Ecole Nationale d'Ingénieurs de Tunis (ENIT)
Université de Tunis El Manar (UTM)-Université de Tunis El Manar (UTM)
Source :
16th IEEE Mediterranean Electrotechnical Conference, 16th IEEE Mediterranean Electrotechnical Conference, Mar 2012, Tunis, Tunisia. ⟨10.1109/MELCON.2012.6196411⟩
Publication Year :
2012
Publisher :
HAL CCSD, 2012.

Abstract

International audience; In this paper, we propose an implementation of a synthesizable VHDL program of generalized predictive control (GPC) without constraints on a map XC3S700A Xilinx Starter Kit using the Xilinx ISE 10.1 software. The control strategy was applied to a second order state system. The VHDL language was used as a programming tool. Real variables were described with the fixed-point representation to overcome the overflow problems during the computations in the VHDL program. The use of FPGA circuits presents a good choice regarding to the problem of computation time encountered in predictive algorithms. A GPC Matlab program was also implemented in order to make a performance comparison. The simulation results show a good set-point tracking.

Details

Language :
English
Database :
OpenAIRE
Journal :
16th IEEE Mediterranean Electrotechnical Conference, 16th IEEE Mediterranean Electrotechnical Conference, Mar 2012, Tunis, Tunisia. ⟨10.1109/MELCON.2012.6196411⟩
Accession number :
edsair.doi.dedup.....1e723af7ee8a41e0b6bdb17ca3d13430
Full Text :
https://doi.org/10.1109/MELCON.2012.6196411⟩