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Simplified finite control set model predictive control strategy based on historical data

Zhang Bingtao, Wu Weimin, Gao Ning, Koutroulis Eftychios, Chung Henry Shu-Hung, Blaabjerg, Frede, 1963-

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URIhttp://purl.tuc.gr/dl/dias/E382DA24-E285-4570-9F4C-A93AA8A6C96D-
Identifierhttps://doi.org/10.1109/PRECEDE51386.2021.9681027-
Identifierhttps://ieeexplore.ieee.org/document/9681027-
Languageen-
Extent6 pagesen
TitleSimplified finite control set model predictive control strategy based on historical dataen
CreatorZhang Bingtaoen
CreatorWu Weiminen
CreatorGao Ningen
CreatorKoutroulis Eftychiosen
CreatorΚουτρουλης Ευτυχιοςel
CreatorChung Henry Shu-Hungen
CreatorBlaabjerg, Frede, 1963-en
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryRecently, the finite control set model predictive control (FCS-MPC) strategy has been widely used in power electronics and motor drives. However, the implementation of the traditional FCS-MPC strategy needs to traverse all possible switch combinations, which greatly increases the computational burden of the system. In order to address this problem, this paper proposes a simplified FCS-MPC strategy based on historical data to enhance the performance of the system. In the proposed strategy, the historical data of the optimal vector in the last fundamental frequency period is stored and it is then utilized as the reference when selecting the optimal vector in the current fundamental frequency period. Also, the optimal vector is selected from the adjacent vectors and the zero vector. A simulation model of a three-phase LCL-type grid-connected inverter is established to verify the performance of the proposed control strategy.en
Type of ItemΔημοσίευση σε Συνέδριοel
Type of ItemConference Publicationen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2023-05-11-
Date of Publication2021-
SubjectFinite control set model predictive control (FCS-MPC)en
SubjectPower electronics and motor drivesen
SubjectLCL-type gridconnected inverters (GCIs)en
Bibliographic CitationB. Zhang, W. Wu, N. Gao, E. Koutroulis, H. S. -H. Chung and F. Blaabjerg, "Simplified finite control set model predictive control strategy based on historical data," in 2021 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics (PRECEDE), Jinan, China, 2021, pp. 975-980, doi: 10.1109/PRECEDE51386.2021.9681027.en

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