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Co-design of a controller and its digital implementation: the MOBY-DIC2 toolbox for embedded model predictive control

Authors :
Alessandro Ravera
Alberto Oliveri
Matteo Lodi
Alberto Bemporad
W. P. M. H. Heemels
Eric C. Kerrigan
Marco Storace
Publication Year :
2023
Publisher :
Institute of Electrical and Electronics Engineers, 2023.

Abstract

Several software tools are available in the literature for the design and embedded implementation of linear model predictive control (MPC), both in its implicit and explicit (either exact or approximate) forms. Most of them generate C code for easy implementation on a microcontroller, and the others can convert the C code into hardware description language code for implementation on a field programmable gate array (FPGA). However, a unified tool allowing one to generate efficient embedded MPC for an FPGA, starting from the definition of the plant and its constraints, was still missing. The MOBY-DIC2 toolbox described in this brief bridges this gap. To illustrate its functionalities, the tool is exploited to embed the controller and observer for a real buck power converter in an FPGA. This implementation achieves a latency of about 30 µs with the implicit controller and 240 μs with the approximate explicit controller.

Details

Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....0c27c4fb109fb8ea2444e3abf98d1c95