Model-Free Predictive Control based on ARX Representation: A Comparative Assessment with Proportional-Integral Regulator

Gonzalez-Castano C.; Flores-Bahamonde F.; Young H.; Heydari R.; Sabzevari S.; Rodriguez J.

Keywords: model, free predictive control; Proportional, integral Control; power systems; voltage source inverter

Abstract

This paper presents a performance comparison between the well-known proportional-integral regulator based on pulse-width-modulation (PWM) and the novel model-free predictive control for the current regulation of a three-phase two-level voltage-source inverter. Recently, model-free predictive control has been proposed to provide an accurate prediction of the current control without previous knowledge of the physical system. This approach is realized with a recursive least squares algorithm to identify the parameters of an auto-regressive with exogenous input model. Simulated results verify the high performance of model-free predictive control compared to the linear regulator under model parameter mismatch.

Más información

Título según SCOPUS: Model-Free Predictive Control based on ARX Representation: A Comparative Assessment with Proportional-Integral Regulator
Título de la Revista: 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021
Editorial: Institute of Electrical and Electronics Engineers Inc.
Fecha de publicación: 2021
Página final: 958
Idioma: English
DOI:

10.1109/PRECEDE51386.2021.9680966

Notas: SCOPUS