FPGA-Implementation Friendly Long-Horizon Finite Control Set Model Predictive Control for High-Power Electronic Systems

Stefan Baltruweit, Eyke Liegmann, Petros Karamanakos, Ralph Kennel

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

10 Zitate (Scopus)

Abstract

In this paper we present a branch-and-bound algorithm that facilitates the real-time implementation of long-horizon finite control set model predictive control (FCS-MPC) for high-power electronic systems. To achieve this, the optimization process is modified such that the more likely candidates (i.e., the switching sequences with less switching transitions) are explored first. By doing so, computational demanding operations can be efficiently pipelined in a field-programmable gate array (FPGA), rendering the proposed method computationally feasible. The effectiveness of the introduced method is tested both in an FPGA-in-the-loop simulation and with a real-world setup based on a scaled-down low-voltage variable speed drive system consisting of a three-level neutral point clamped inverter and an induction machine. As shown, a real-time implementation with horizon length of twelve is achieved without sacrificing optimality.

OriginalspracheEnglisch
TitelProceedings of the Energy Conversion Congress and Exposition - Asia, ECCE Asia 2021
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten1823-1828
Seitenumfang6
ISBN (elektronisch)9781728163444
DOIs
PublikationsstatusVeröffentlicht - 24 Mai 2021
Veranstaltung12th IEEE Energy Conversion Congress and Exposition - Asia, ECCE Asia 2021 - Virtual, Singapore, Singapur
Dauer: 24 Mai 202127 Mai 2021

Publikationsreihe

NameProceedings of the Energy Conversion Congress and Exposition - Asia, ECCE Asia 2021

Konferenz

Konferenz12th IEEE Energy Conversion Congress and Exposition - Asia, ECCE Asia 2021
Land/GebietSingapur
OrtVirtual, Singapore
Zeitraum24/05/2127/05/21

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