Computation Efficiency and Robustness Improvement of Predictive Control for PMS Motors

被引:9
作者
Khalilzadeh, M. [1 ]
Vaez-Zadeh, S. [2 ,3 ]
机构
[1] Univ Tehran, Sch Elect & Comp Engn, Tehran 1417466191, Iran
[2] Adv Mot Syst Res Lab, Tehran, Iran
[3] Univ Tehran, Sch Elect & Comp Engn, Coll Engn, Ctr Excellence Appl Electromagnet Syst, Tehran 1417466191, Iran
基金
美国国家科学基金会;
关键词
Torque; Inverters; Predictive control; Robustness; Permanent magnet motors; Synchronous motors; Predictive models; Permanent magnet machines; predictive control; robustness; torque control; MAGNET SYNCHRONOUS MOTORS; DIRECT TORQUE CONTROL; DRIVES;
D O I
10.1109/JESTPE.2019.2916926
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
High computational burden and model dependence of the conventional model predictive control of permanent magnet synchronous motors are regarded as the two shortcomings of this attractive control scheme. A new method is proposed in this paper to overcome the mentioned drawbacks. The method evaluates a cost function for only three admissible inverter voltage vectors in each sampling period for a two-level inverter without deteriorating motor performance. Furthermore, the prediction of the torque for the next sampling period(s) is achieved without using the motor parameters. The proposed finite control set predictive control is evaluated through the simulation and experimental tests for a permanent magnet synchronous motor. In addition, the motor performance under the proposed control is compared with those under two other predictive control methods. The results show that parameter mismatch does not affect the prediction of the torque under the proposed control method, thus resulting in improved robustness of the motor drive system against motor parameter variations.
引用
收藏
页码:2645 / 2654
页数:10
相关论文
共 28 条
[1]   Robust Predictive Control for Direct-Driven Surface-Mounted Permanent-Magnet Synchronous Generators Without Mechanical Sensors [J].
Abdelrahem, Mohamed ;
Hackl, Christoph M. ;
Zhang, Zhenbin ;
Kennel, Ralph .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2018, 33 (01) :179-189
[2]  
[Anonymous], 2012, Predictive Control of Power Converters and Electrical Drives
[3]   A Combined Control for Fast and Smooth Performance of IPM Motor Drives Over Wide Operating Conditions [J].
Daryabeigi, Ehsan ;
Vaez-Zadeh, Sadegh .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2018, 33 (03) :1384-1391
[4]   Robust Cascaded Nonlinear Predictive Control of a Permanent Magnet Synchronous Motor With Antiwindup Compensator [J].
Errouissi, Rachid ;
Ouhrouche, Mohand ;
Chen, Wen-Hua ;
Trzynadlowski, Andrzej M. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (08) :3078-3088
[5]   Multistep Finite Control Set Model Predictive Control for Power Electronics [J].
Geyer, Tobias ;
Quevedo, Daniel E. .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2014, 29 (12) :6836-6846
[6]   Computationally Efficient Model Predictive Direct Torque Control [J].
Geyer, Tobias .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (10) :2804-2816
[7]   Control of Flywheel Energy Storage Systems in the Presence of Uncertainties [J].
Ghanaatian, Mohammad ;
Lotfifard, Saeed .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (01) :36-45
[8]   A very fast direct torque control for interior permanent magnet synchronous motors start up [J].
Ghassemi, H ;
Vaez-Zadeh, S .
ENERGY CONVERSION AND MANAGEMENT, 2005, 46 (05) :715-726
[9]   Predictive Torque Control of Induction Motor Sensorless Drive Fed by a 3L-NPC Inverter [J].
Habibullah, Md. ;
Lu, Dylan Dah-Chuan ;
Xiao, Dan ;
Fletcher, John E. ;
Rahman, Muhammed Fazlur .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (01) :60-70
[10]   Model Predictive Control-A Simple and Powerful Method to Control Power Converters [J].
Kouro, Samir ;
Cortes, Patricio ;
Vargas, Rene ;
Ammann, Ulrich ;
Rodriguez, Jose .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (06) :1826-1838