Co-Design of a Controller and Its Digital Implementation: The MOBY-DIC2 Toolbox for Embedded Model Predictive Control

Alessandro Ravera, Alberto Oliveri (Corresponding author), Matteo Lodi, Alberto Bemporad, W.P.M.H. Heemels, Eric C. Kerrigan, Marco Storace

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
47 Downloads (Pure)

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 30μ s with the implicit controller and 240 ns with the approximate explicit controller.

Original languageEnglish
Article number10071712
Pages (from-to)2871-2878
Number of pages8
JournalIEEE Transactions on Control Systems Technology
Volume31
Issue number6
DOIs
Publication statusPublished - Nov 2023

Keywords

  • Codes
  • Computational modeling
  • Embedded model predictive control (MPC)
  • field programmable gate array (FPGA)
  • Field programmable gate arrays
  • hardware–software co-design
  • Mathematical models
  • Matlab
  • Microcontrollers
  • Observers
  • hardware-software co-design

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