Finite Control Set Model Predictive Control with Kalman Filter Estimation for LCL-type Grid-Tied Inverter

被引:0
|
作者
Zhang, Bingtao [1 ]
Wu, Weimin [1 ]
Gao, Ning [1 ]
Koutroulis, Eftichios [2 ]
Chung, Henry Shu-Hung [3 ]
Blaabjerg, Frede [4 ]
机构
[1] Shanghai Maritime Univ, Dept Elect Engn, Shanghai, Peoples R China
[2] Tech Univ Crete, Sch Elect & Comp Engn, Khania, Greece
[3] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
[4] Aalborg Univ, Dept Energy Technol, Aalborg, Denmark
基金
中国国家自然科学基金;
关键词
Grid-tied inverters (GTIs); finite control set model predictive control (FCS-MPC); Kalman filter (KF); DESIGN;
D O I
10.1109/PRECEDE51386.2021.9680968
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
As one of the most effective control strategies for LCL-type grid-tied inverters (GTIs), the finite control set model predictive control (FCS-MPC) strategy can achieve accurate tracking of the reference value and handle a variety of constraints at the same time. Therefore, it has been employed in industrial applications. However, in order to achieve a better control effect, the traditional FCS-MPC requires multiple voltage and current sensors, which greatly increases the system cost. In addition, sensor failures occur frequently in practical applications, which will significantly reduce the overall performance of the system. Therefore, this paper proposes an improved FCS-MPC strategy (KFE-MPC) based on Kalman filter (KF). The proposed KFE-MPC strategy can reduce the number of sensors and improve the system's ability to resist sensor failures effectively by utilizing a Kalman filter to estimate voltage and current. A three-phase / 110V LCL-type grid-tied inverter model is established to verify the feasibility and effectiveness of the proposed control strategy.
引用
收藏
页码:964 / 969
页数:6
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