A Review on Weighting Factor Design of Finite Control Set Model Predictive Control Strategies for AC Electric Drives
Küçük Resim Yok
Tarih
2024
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
IEEE-Inst Electrical Electronics Engineers Inc
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Model predictive control (MPC) 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 (WF) design, parameter dependency, current/torque harmonics, variable switching frequency, and computational complexity. This article presents a comprehensive review of the WF design techniques for finite control set MPC strategies for ac electric drives. First, the article introduces the conventional MPC techniques for electric drives over permanent magnet synchronous motors. Second, WF design methods are discussed under two main headings: WF selection and WF 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 WF design method still has problems that await more effective solutions. Finally, this article reviews various WF 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.
Açıklama
Anahtar Kelimeler
Predictive Models, Cost Function, Torque, Control Systems, Optimization, Load Modeling, Computational Modeling, Electric Drives, Finite Control Set, Model Predictive Control (Mpc), Power Converters, Weighting Factor (Wf) Design
Kaynak
IEEE Transactions on Power Electronics
WoS Q Değeri
N/A
Scopus Q Değeri
Q1
Cilt
39
Sayı
8
