Guidelines for the design of finite control set model predictive controllers

Tutkimustuotos › › vertaisarvioitu

Standard

Guidelines for the design of finite control set model predictive controllers. / Karamanakos, Petros; Geyer, Tobias.

julkaisussa: IEEE Transactions on Power Electronics, 19.11.2019.

Tutkimustuotos › › vertaisarvioitu

Bibtex - Lataa

@article{fff76a652ea84cbba9b216141c72644a,

title = "Guidelines for the design of finite control set model predictive controllers",

abstract = "Direct model predictive control (MPC) with reference tracking, also referred to as finite control set MPC (FCS-MPC), has gained significant attention in recent years, mainly from the academic community. Thanks to its applicability to a wide range of power electronic systems, it is considered a promising control method for such systems. However, to simplify the design, researchers frequently make choices that - often unknowingly - reduce the system performance. We discuss and analyze in this paper the factors that affect the closed-loop performance of FCS-MPC. Based on these findings, design guidelines are provided that help to maximize the system performance. To highlight the performance benefits, two case studies will be considered; the first one consists of a two-level converter and an induction machine, whereas the second one adds an LC filter between the converter and the machine.",

keywords = "Power electronic systems, model predictive control, direct control, ac drives, integer programming, weighting factors",

author = "Petros Karamanakos and Tobias Geyer",

year = "2019",

month = "11",

day = "19",

doi = "10.1109/TPEL.2019.2954357",

language = "English",

journal = "IEEE Transactions on Power Electronics",

issn = "0885-8993",

publisher = "Institute of Electrical and Electronics Engineers",

}

RIS (suitable for import to EndNote) - Lataa

TY - JOUR

T1 - Guidelines for the design of finite control set model predictive controllers

AU - Karamanakos, Petros

AU - Geyer, Tobias

PY - 2019/11/19

Y1 - 2019/11/19

N2 - Direct model predictive control (MPC) with reference tracking, also referred to as finite control set MPC (FCS-MPC), has gained significant attention in recent years, mainly from the academic community. Thanks to its applicability to a wide range of power electronic systems, it is considered a promising control method for such systems. However, to simplify the design, researchers frequently make choices that - often unknowingly - reduce the system performance. We discuss and analyze in this paper the factors that affect the closed-loop performance of FCS-MPC. Based on these findings, design guidelines are provided that help to maximize the system performance. To highlight the performance benefits, two case studies will be considered; the first one consists of a two-level converter and an induction machine, whereas the second one adds an LC filter between the converter and the machine.

AB - Direct model predictive control (MPC) with reference tracking, also referred to as finite control set MPC (FCS-MPC), has gained significant attention in recent years, mainly from the academic community. Thanks to its applicability to a wide range of power electronic systems, it is considered a promising control method for such systems. However, to simplify the design, researchers frequently make choices that - often unknowingly - reduce the system performance. We discuss and analyze in this paper the factors that affect the closed-loop performance of FCS-MPC. Based on these findings, design guidelines are provided that help to maximize the system performance. To highlight the performance benefits, two case studies will be considered; the first one consists of a two-level converter and an induction machine, whereas the second one adds an LC filter between the converter and the machine.

KW - Power electronic systems

KW - model predictive control

KW - direct control

KW - ac drives

KW - integer programming

KW - weighting factors

U2 - 10.1109/TPEL.2019.2954357

DO - 10.1109/TPEL.2019.2954357

M3 - Article

JO - IEEE Transactions on Power Electronics

JF - IEEE Transactions on Power Electronics

SN - 0885-8993

ER -

TUTCRIS