TY - GEN
T1 - Model-Free Predictive Control based on ARX Representation
T2 - 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021
AU - Gonzalez-Castano, Catalina
AU - Flores-Bahamonde, Freddy
AU - Young, Hector
AU - Heydari, Rasool
AU - Sabzevari, Sanaz
AU - Rodriguez, Jose
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - Model-free predictive control
KW - power systems
KW - Proportional-integral Control
KW - voltage source inverter
UR - http://www.scopus.com/inward/record.url?scp=85125774219&partnerID=8YFLogxK
U2 - 10.1109/PRECEDE51386.2021.9680966
DO - 10.1109/PRECEDE51386.2021.9680966
M3 - Conference contribution
AN - SCOPUS:85125774219
T3 - 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021
SP - 953
EP - 958
BT - 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 20 November 2021 through 22 November 2021
ER -