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A Review on Weighting Factor Design of Finite Control Set Model Predictive Control Strategies for AC Electric Drives

Zerdali, Emrah; Rivera, Marco; Wheeler, Patrick

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Authors

Emrah Zerdali



Abstract

Model predictive control has been widely applied to AC electric drives over the last decade. Despite the proposed solutions, researchers are still seeking to find more effective solutions for weighting factor design, parameter dependency, current/torque harmonics, variable switching frequency, and computational complexity. This paper presents a comprehensive review of the weighting factor design techniques for finite control set model predictive control strategies for AC electric drives. First, the paper introduces the conventional model predictive control techniques for electric drives over permanent magnet synchronous motors. Second, weighting factor design methods are discussed under two main headings: weighting factor selection and weighting factor elimination methods. Third, the ongoing challenges and future trends are addressed by considering the current literature. Based on this review, it is obvious that each weighting factor design method still has problems that await more effective solutions. Finally, this paper reviews various weighting factor design methods for AC electric drives, reveals the advantages and disadvantages of existing methods in terms of control performance, flexibility, design complexity, and computational complexity, and highlights future trends.

Journal Article Type Article
Acceptance Date Feb 18, 2024
Online Publication Date Feb 27, 2024
Publication Date Feb 27, 2024
Deposit Date Mar 5, 2024
Publicly Available Date Mar 18, 2024
Journal IEEE Transactions on Power Electronics
Print ISSN 0885-8993
Electronic ISSN 1941-0107
Publisher Institute of Electrical and Electronics Engineers
Peer Reviewed Peer Reviewed
DOI https://doi.org/10.1109/tpel.2024.3370550
Keywords Electric drives, finite control set, model predictive control, power converters, weighting factor design
Public URL https://nottingham-repository.worktribe.com/output/31898725
Publisher URL https://ieeexplore.ieee.org/document/10449432

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