Integral Model Predictive Current Control for Synchronous Motor Drives

被引:27
作者
Favato, Andrea [1 ]
Carlet, Paolo Gherardo [1 ]
Toso, Francesco [1 ]
Torchio, Riccardo [1 ]
Bolognani, Silverio [1 ]
机构
[1] Univ Padua, Dept Ind Engn, I-35122 Padua, Italy
关键词
Magnetic separation; Predictive models; Synchronous motors; Disturbance observers; Steady-state; Numerical models; Optimization; Current control; disturbance observer (DOB); electric drives; Kalman filtering; model predictive control (MPC); permanent magnet synchronous motor (PMSM); velocity form MPC; PMSM; DESIGN;
D O I
10.1109/TPEL.2021.3081827
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
Model predictive control (MPC) represents an affirmed optimal control strategy, able to handle multivariable systems and their input-output constraints. However, MPC does not provide an integral control action for reference tracking control problems. Several methods have been proposed to overcome this limitation. Standard MPC methods include a disturbance observer to handle unmodeled uncertainties, such as external unknown disturbances and parameter mismatches. Among these formulations, the authors focus on the velocity form MPC, which considers the incremental formulation of the motor state-space model. This formulation gets rid of the bias errors in reference tracking problems. In this article, the MPC paradigm is applied to the current control of synchronous motor drives. The intent is to compare the velocity form and the MPC with disturbance observer. A theoretical analysis of the MPC coupled with disturbance observers and the equivalence between these formulations and the velocity form is presented. Input constraints are included in the MPC optimization process, thus requiring an online quadratic programming solver. Experimental tests consider a 1 kW anisotropic synchronous motor. Numerical aspects regarding the optimization problem are investigated for both methods.
引用
收藏
页码:13293 / 13303
页数:11
相关论文
共 33 条
  • [1] On the Impact of Transients on Multistep Model Predictive Control for Medium-Voltage Drives
    Acuna, Pablo
    Rojas, Christian A.
    Baidya, Roky
    Aguilera, Ricardo P.
    Fletcher, John E.
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2019, 34 (09) : 8342 - 8355
  • [2] ANALYSIS AND DESIGN OF AN ACTIVE POWER FILTER USING QUAD-SERIES VOLTAGE SOURCE PWM CONVERTERS
    AKAGI, H
    TSUKAMOTO, Y
    NABAE, A
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1990, 26 (01) : 93 - 98
  • [3] Enabling Multistep Model Predictive Control or Transient Operation of Power Converters
    Baidya, Roky
    Aguilera, Ricardo P.
    Acuna, Pablo
    Geyer, Tobias
    Delgado, Ramon A.
    Quevedo, Daniel E.
    Mouton, Hendrik du Toit
    [J]. IEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY, 2020, 1 : 284 - 297
  • [4] Multistep Model Predictive Control for Cascaded H-Bridge Inverters: Formulation and Analysis
    Baidya, Roky
    Aguilera, Ricardo P.
    Acuna, Pablo
    Vazquez, Sergio
    Mouton, Hendrik du Toit
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2018, 33 (01) : 876 - 886
  • [5] Model predictive control design: New trends and tools
    Bemporad, Alberto
    [J]. PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2006, : 6678 - 6683
  • [6] Design and Implementation of Model Predictive Control for Electrical Motor Drives
    Bolognani, Saverio
    Bolognani, Silverio
    Peretti, Luca
    Zigliotto, Mauro
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (06) : 1925 - 1936
  • [7] Fast Real-Time Constrained Predictive Current Control in Permanent Magnet Synchronous Machine-Based Automotive Traction Drives
    Carpiuc, Sabin-Constantin
    Lazar, Corneliu
    [J]. IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2015, 1 (04): : 326 - 335
  • [8] Embedded Model Predictive Control With Certified Real-Time Optimization for Synchronous Motors
    Cimini, Gionata
    Bernardini, Daniele
    Levijoki, Stephen
    Bemporad, Alberto
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2021, 29 (02) : 893 - 900
  • [9] Cimini G, 2015, 2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), P2308, DOI 10.1109/ICIT.2015.7125438
  • [10] Predictive Control in Power Electronics and Drives
    Cortes, Patricio
    Kazmierkowski, Marian P.
    Kennel, Ralph M.
    Quevedo, Daniel E.
    Rodriguez, Jose
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (12) : 4312 - 4324