Low-Speed Model Predictive Control Based on Modified Extended State Observer of Arc Motor

被引:10
作者
Huang, Demin [1 ]
Fang, Shuhua [1 ]
Pan, Zhenbao [1 ]
Wang, Yicheng [1 ]
机构
[1] Southeast Univ, Sch Elect Engn, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
Dead time compensation; field modulated stator permanent magnet arc motor (FMSPMAM); linear ex-tended state observer (LESO); low-resolution encoder; low-speed model predictive control; DEAD-TIME COMPENSATION; STRATEGY;
D O I
10.1109/TIE.2022.3203681
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The article proposes a low-speed model predictive control (LSMPC) based on modified extended state observer with low-resolution encoder for the field modulated stator permanent magnet arc motor. The resolution of the encoder and the large torque ripples caused by the motor structure limit the expansion of the drive system to lower speeds. In order to reduce the contradiction between high bandwidth and high noise, and improve the performance of the drive system in low speed, a modified linear extended state observer with a feedforward compensation is designed to estimate the speed and disturbance. Moreover, a dead time compensation is equipped to reduce the voltage distortion in light load and low speed. The experimental results verify the effectiveness of the proposed method in low speed with low-resolution encoder.
引用
收藏
页码:6675 / 6685
页数:11
相关论文
共 28 条
[1]   Synchronous Constant Elapsed Time Speed Estimation Using Incremental Encoders [J].
Anuchin, Alecksey ;
Dianov, Anton ;
Briz, Fernando .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2019, 24 (04) :1893-1901
[2]   Research on Ultra-Low Speed Control of PMSM in Servo System [J].
Bai, Yucheng ;
Tang, Xiaoqi ;
Chen, Jihong ;
Peng, Fangyu .
2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, :2381-+
[3]   Speed Ripple Reduction of Direct-Drive PMSM Servo System at Low-Speed Operation Using Virtual Cogging Torque Control Method [J].
Bu, Feifei ;
Yang, Zhida ;
Gao, Yu ;
Pan, Zihao ;
Pu, Tianyu ;
Degano, Michele ;
Gerada, Chris .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (01) :160-174
[4]   Speed Ripple Minimization of Permanent Magnet Synchronous Motor Based on Model Predictive and Iterative Learning Controls [J].
Fei, Qiang ;
Deng, Yongting ;
Li, Hongwen ;
Liu, Jing ;
Shao, Meng .
IEEE ACCESS, 2019, 7 :31791-31800
[5]  
Hong Li, 2011, 2011 4th International Conference on Biomedical Engineering and Informatics, P2018, DOI 10.1109/BMEI.2011.6098659
[6]   Predictive Speed Control With Short Prediction Horizon for Permanent Magnet Synchronous Motor Drives [J].
Kakosimos, Panagiotis ;
Abu-Rub, Haitham .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2018, 33 (03) :2740-2750
[7]   Development of Precise Encoder Edge-Based State Estimation for Motors [J].
Kim, JinBaek ;
Kim, Byung Kook .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (06) :3648-3655
[8]   Unified Graphical Model of High-Frequency Signal Injection Methods for PMSM Sensorless Control [J].
Li, Haoyuan ;
Zhang, Xing ;
Yang, Shuying ;
Liu, Shanhong .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 67 (06) :4411-4421
[9]   Parameters sensitivity analysis of predictive current control of permanent magnet synchronous motor based on extended state observer [J].
Li, Lu ;
Liu, Yuan ;
Li, Ze-hua .
2020 5TH INTERNATIONAL CONFERENCE ON ELECTROMECHANICAL CONTROL TECHNOLOGY AND TRANSPORTATION (ICECTT 2020), 2020, :321-325
[10]   A Generalized Observer-Based Robust Predictive Current Control Strategy for PMSM Drive System [J].
Li, Xinyue ;
Tian, Wei ;
Gao, Xiaonan ;
Yang, Qifan ;
Kennel, Ralph .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (02) :1322-1332