English

A Fully Analog Implementation of Model Predictive Control with Application to Buck Converters

Systems and Control 2026-01-19 v2 Systems and Control

Abstract

This paper proposes a novel approach to design analog electronic circuits that implement Model Predictive Control (MPC) policies for dynamical systems described by affine models. Effective approaches to define a reduced-complexity Explicit MPC form are combined and applied to realize an analog circuit comprising a limited set of low-latency, commercially available components. The practical feasibility and effectiveness of the proposed approach are demonstrated through its application in the design of a novel MPC-based controller for DC-DC Buck converters. We formally analyze the stability of the resulting system and conduct extensive numerical simulations to demonstrate the control system's performance in rejecting line and load disturbances.

Keywords

Cite

@article{arxiv.2509.05463,
  title  = {A Fully Analog Implementation of Model Predictive Control with Application to Buck Converters},
  author = {Simone Pirrera and Lorenzo Calogero and Francesco Gabriele and Diego Regruto and Alessandro Rizzo and Gianluca Setti},
  journal= {arXiv preprint arXiv:2509.05463},
  year   = {2026}
}
R2 v1 2026-07-01T05:23:49.910Z