A Cascaded Band Based Model Predictive Current Control for PMSM Drives

被引:15
作者
Sun, Zhenyao [1 ]
Xu, Shuai [1 ]
Ren, Guanzhou [1 ]
Yao, Chunxing [1 ]
Ma, Guangtong [1 ]
机构
[1] Southwest Jiaotong Univ, State Key Lab Tract Power, Chengdu 610031, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
AC motor drives; model predictive control (MPC); permanent magnet synchronous motor (PMSM); switching frequency; T-type inverter; weighting factor; CONSTANT SWITCHING FREQUENCY; TORQUE CONTROL; FLUX CONTROL; DESIGN;
D O I
10.1109/TIE.2022.3176312
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Conventional model predictive control for permanent magnet synchronous motor (PMSM) drives often introduces a weighting factor for lowering the switching frequency, which unfortunately leads to the tedious tuning works on weighting factors. Moreover, the computational burden is quite heavy since all the voltage candidates have to be enumerated. In this article, a cascaded band based model predictive current control is proposed, which can reduce the switching frequency without the use of weighting factor as well as alleviate the computational burden. In this method, the latest applied voltage vector will be adopted to predict the current error prior to the iterative prediction process. Next, a band is defined to compare with the precalculated current error to determine whether it is to be maintained. As a result, the iterative cost function minimization turns to be an event triggered process. In addition, the hard switch constraints for the candidate voltage vectors are developed to combine with the cascaded band, which can effectively reduce the iterations and avoid the suboptimum. The effectiveness of the proposed method is verified on a PMSM platform fed by three-level T-type inverter.
引用
收藏
页码:3503 / 3514
页数:12
相关论文
共 33 条
[1]   Switching Frequency Regulation for FCS-MPC Based on a Period Control Approach [J].
Aguirre, Matias ;
Kouro, Samir ;
Rojas, Christian A. ;
Rodriguez, Jose ;
Leon, Jose I. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (07) :5764-5773
[2]   Development of a Constant Switching Frequency Deadbeat Predictive Control Technique for Field-Oriented Synchronous Permanent-Magnet Motor Drive [J].
Alexandrou, Alexandros D. ;
Adamopoulos, Nikolaos K. ;
Kladas, Antonios G. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (08) :5167-5175
[3]   Design and Implementation of Model Predictive Control for Electrical Motor Drives [J].
Bolognani, Saverio ;
Bolognani, Silverio ;
Peretti, Luca ;
Zigliotto, Mauro .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (06) :1925-1936
[4]   Guidelines for Weighting Factors Design in Model Predictive Control of Power Converters and Drives [J].
Cortes, Patricio ;
Kouro, Samir ;
La Rocca, Bruno ;
Vargas, Rene ;
Rodriguez, Jose ;
Leon, Jose I. ;
Vazquez, Sergio ;
Franquelo, Leopoldo G. .
2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-3, 2009, :1477-1483
[5]   Weighting Factor Design in Model Predictive Control of Power Electronic Converters: An Artificial Neural Network Approach [J].
Dragicevic, Tomislav ;
Novak, Mateja .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (11) :8870-8880
[6]   Algebraic Tuning Guidelines for Model Predictive Torque and Flux Control [J].
Geyer, Tobias .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2018, 54 (05) :4464-4475
[7]   Model Predictive Direct Torque Control of Permanent Magnet Synchronous Motors [J].
Geyer, Tobias ;
Beccuti, Giovanni A. ;
Papafotiou, Georgios ;
Morari, Manfred .
2010 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION, 2010, :199-206
[8]   Model Predictive Direct Torque Control-Part I: Concept, Algorithm, and Analysis [J].
Geyer, Tobias ;
Papafotiou, Georgios ;
Morari, Manfred .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (06) :1894-1905
[9]  
Gmati B, 2017, 2017 INTERNATIONAL CONFERENCE ON GREEN ENERGY & CONVERSION SYSTEMS (GECS)
[10]   Interleaved Model Predictive Control for Three-Level Neutral-Point-Clamped Dual Three-Phase PMSM Drives With Low Switching Frequencies [J].
Gu, Minrui ;
Wang, Zheng ;
Yu, Kailiang ;
Wang, Xueqing ;
Cheng, Ming .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2021, 36 (10) :11618-11630