A look-up table-based model predictive torque control of IPMSM drives with duty cycle optimization

被引:15
作者
Hassan, Mannan [1 ]
Ge, Xinglai [1 ]
Woldegiorgis, Abebe Teklu [1 ,2 ]
Mastoi, Muhammad Shahid [1 ]
Shahid, Muhammad Bilal [1 ,3 ]
Atif, Rao [1 ]
Shaikh, Muhammad Suhail [4 ]
Kumar, Shubash [4 ]
机构
[1] Southwest Jiao tong Univ, Sch Elect Engn, Key Lab Magnet Suspens Technol & Maglev Vehicle, Minist Educ, Chengdu 611756, Peoples R China
[2] Addis Ababa Univ, Addis Ababa Inst Technol, Sch Elect Engn, Addis Ababa, Ethiopia
[3] Islamia Univ Bahawalpur, Fac Engn, Dept Elect Engn, Bahawalpur, Pakistan
[4] Yanshan Univ, Inst Elect Engn, Qinhuangdao, Peoples R China
基金
中国国家自然科学基金;
关键词
Predictive torque control; Computational burden; Maximum torque per ampere; Flux weakening; Interior permanent magnet synchronous; motor; MOTOR-DRIVES; PMSM; IDENTIFICATION; COMPENSATION; OBSERVER; OUTPUT; RIPPLE;
D O I
10.1016/j.isatra.2023.02.007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Model Predictive Control (MPC) is an effective method of driving motors and power converters due to its quick response, integrity, and multivariable control adaptability. A model-predictive torque control (MPTC) technique for permanent magnet synchronous motors (IPMSMs), which is computationally efficient and of low complexity, is presented in this paper. The proposed technique designs a lookup table that is independent of flux angle and torque deviation. For each control instant, this technique has to evaluate four voltage space vectors (VSV) from the lookup table, resulting in a substantial reduction in switching frequency and computational burden without compromising the performance. A maximum torque per ampere (MTPA) technique generates reference currents. The controller's complexity is minimized by eliminating the flux weighting factor from the cost function, saving time on offline weighting factor adjustments. Moreover, duty cycle optimization is performed using the mean torque control technique to minimize torque and flux ripples. The proposed method has been experimentally validated using a real-time simulator hardware in loop (HIL) with a TMS320F28335 floating-point digital signal processor on a prototype IPMSM drive. Furthermore, the proposed MPTC scheme is compared to conventional MPTC and direct torque control (DTC).& COPY; 2023 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:670 / 686
页数:17
相关论文
共 70 条
[1]   Simplified Model Predictive Current Control of Four-Level Nested Neutral Point Clamped Converter [J].
Atif, Rao ;
Hassan, Mannan ;
Shahid, Muhammad Bilal ;
Munir, Hafiz Mudassir ;
Saeed, Mahmoud S. R. ;
Shahzad, Muhammad ;
Isik, Semih ;
Alharbi, Mohammed .
SUSTAINABILITY, 2023, 15 (02)
[2]  
Belin S, 2003, EPE POW EL MOT CONTR
[3]   Control Issues in Adjustable-Speed Drives [J].
Boldea, Ion .
IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 2008, 2 (03) :32-50
[4]   Validation of a Modified Direct-Self-Control Strategy for PMSM in Railway-Traction Applications [J].
Calleja, Carlos ;
Lopez-de-Heredia, Amaia ;
Gaztanaga, Haizea ;
Aldasoro, Leire ;
Nieva, Txomin .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (08) :5143-5155
[5]   A Cascade MPC Control Structure for a PMSM With Speed Ripple Minimization [J].
Chai, Shan ;
Wang, Liuping ;
Rogers, Eric .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (08) :2978-2987
[6]   Feedback Linearization Direct Torque Control With Reduced Torque and Flux Ripples for IPMSM Drives [J].
Choi, Young-Sik ;
Choi, Han Ho ;
Jung, Jin-Woo .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2016, 31 (05) :3728-3737
[7]   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
[8]   Model Predictive Control of Multilevel Cascaded H-Bridge Inverters [J].
Cortes, Patricio ;
Wilson, Alan ;
Kouro, Samir ;
Rodriguez, Jose ;
Abu-Rub, Haitham .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (08) :2691-2699
[9]   An Improved FCS-MPC Algorithm for an Induction Motor With an Imposed Optimized Weighting Factor [J].
Davari, S. Alireza ;
Khaburi, Davood Arab ;
Kennel, Ralph .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2012, 27 (03) :1540-1551
[10]   DATA-DRIVEN CONTROL OF HYDRAULIC SERVO ACTUATOR BASED ON ADAPTIVE DYNAMIC PROGRAMMING [J].
Djordjevic, Vladimir ;
Stojanovic, Vladimir ;
Tao, Hongfeng ;
Song, Xiaona ;
He, Shuping ;
Gao, Weinan .
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2022, 15 (07) :1633-1650