K-Best-Sphere-Decoding-Based Model Predictive Control for Dual Three-Phase SPMSMs

被引:1
作者
Zhang, Zhen [1 ]
Chen, Jian [1 ]
Han, Ruixue [2 ]
Wu, Yitong [1 ]
Gong, Yantian [1 ]
Chang, Siyuan [1 ]
机构
[1] Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China
[2] Tianjin Nav Instruments Res Inst, Tianjin 300131, Peoples R China
关键词
Costs; Switches; Predictive models; Prediction algorithms; Decoding; Predictive control; Vectors; Low computation burden; model predictive control; permanent magnet synchronous motor; sphere decoding;
D O I
10.1109/TMAG.2024.3406448
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The long prediction horizon (LPH) shows remarkable advantages of steady-state operation and current distortions for the finite control set model predictive control (FCS-MPC) using power conversion devices. However, the computation is inevitably increased exponentially, especially for the multi-phase motors. In this article, K-best-sphere decoding algorithm (kSDA) is used to reduce the computational burden by transforming the optimization problem into an integer least-squares (ILSs) problem. The kSDA-based MPC with breadth-first strategy is applied to the dual three-phase surface-mounted permanent magnet synchronous machine drive system. The experimental verification is carried out to validate the feasibility of the proposed kSDA-based MPC, which well agrees with the theoretical analysis. In particular, kSDA is a more efficient algorithm to solve the LPH problem by comparing it with SDA.
引用
收藏
页数:6
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