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Guidelines for the design of finite control set model predictive controllers

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

In: IEEE Transactions on Power Electronics, 19.11.2019.

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Karamanakos, Petros ; Geyer, Tobias. / Guidelines for the design of finite control set model predictive controllers. In: IEEE Transactions on Power Electronics. 2019.

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@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",

}

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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 -