Switched PI Control Based MRAS for Sensorless Control of PMSM Drives Using Fuzzy-Logic-Controller

被引:30
|
作者
Liu, Zhao-Hua [1 ]
Nie, Jie [1 ]
Wei, Hua-Liang [2 ]
Chen, Lei [1 ]
Li, Xiao-Hua [1 ]
Lv, Ming-Yang [1 ]
机构
[1] Hunan Univ Sci & Technol, Sch Informat & Elect Engn, Xiangtan 411201, Peoples R China
[2] Univ Sheffield, Dept Automat Control & Syst Engn, Sheffield S1 3JD, S Yorkshire, England
基金
中国国家自然科学基金;
关键词
Control systems; Sensorless control; Switches; PI control; Voltage control; Robustness; Resistance; Fuzzy logic control (FLC); model reference adaptive system (MRAS); proportion integration (PI); nonlinearity; PMSM; sensorless control; switching PI controller; DISTURBANCE OBSERVER; IMPLEMENTATION; IDENTIFICATION; TRACKING; STRATEGY;
D O I
10.1109/OJPEL.2022.3182053
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
With the use of sensorless control strategy, mechanical position sensors can be removed from the gearbox, so as to decrease the maintenance costs and enhance the system robustness. In this paper, a switching PI control based model reference adaptive system (MRAS) observer using Fuzzy-Logic-Controller (FLC) is introduced for sensorless control of permanent magnet synchronous motor (PMSM) drives. The main work and innovation of this paper include: 1) A disturbance observer based voltage compensation method is proposed to solve the problems of voltage distortion in voltage source inverter (VSI) fed PMSM systems. 2) A double closed-loop FLC is designed for speed and current control. The response performance of speed regulation and the accuracy of the command voltage are improved, and the difficulty of manual adjustment of control parameters is avoided. 3) A sensorless control strategy of a switching PI control based MRAS observer is proposed for stator resistance tracking. By setting different thresholds, the proposed MRAS observer can choose the appropriate PI adaptive mechanism based on the amplitude of the current error variable, which can improve the accuracy of resistance estimation and improve the dynamic performance of sensorless control. 4) The experimental results are given to verify the availability of the proposed scheme.
引用
收藏
页码:368 / 381
页数:14
相关论文
共 50 条
  • [21] An intelligent fuzzy PI controller based 33 level switched capacitor multilevel inverter for PMSM drives
    Lakshmipriya, N.
    Ananthamoorthy, N. P.
    Ayyappan, S.
    Hema, P.
    MATERIALS TODAY-PROCEEDINGS, 2021, 45 : 2861 - 2866
  • [22] MRAS BASED REAL-TIME SPEED-SENSORLESS CONTROL OF INDUCTION MOTOR WITH OPTIMIZED FUZZY-PI CONTROLLER
    Zerdali, Emrah
    Barut, Murat
    2013 IEEE INTERNATIONAL SYMPOSIUM ON SENSORLESS CONTROL FOR ELECTRICAL DRIVES AND PREDICTIVE CONTROL OF ELECTRICAL DRIVES AND POWER ELECTRONICS (SLED/PRECEDE), 2013,
  • [23] Sensorless Speed Control of a 3 Phased Asynchronous Machine based on MRAS Observer and Fuzzy Logic Control Technique
    Rkiai, Chaima
    Chaouali, Houssem
    Othmani, Hichem
    Mami, Abdelkader
    2017 INTERNATIONAL CONFERENCE ON ENGINEERING & MIS (ICEMIS), 2017,
  • [24] Fuzzy Logic Control of the Fault-tolerant PMSM Servo System Based on MRAS Observer
    Zhao, Hong
    Luo, Peng
    Wang, Ning
    Zheng, Zhongjiu
    Wang, Yiting
    PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 1812 - 1817
  • [25] Improved Performance of Sensorless Control for PMSM Based on Neuro-fuzzy Speed Controller
    Nicola, Marcel
    Nicola, Claudiu-Ionel
    PROCEEDINGS OF 9TH INTERNATIONAL CONFERENCE ON MODERN POWER SYSTEMS (MPS 2021), 2021,
  • [26] Speed sensorless control of a bearingless induction motor based on fuzzy PI fractional MRAS scheme
    Xu, Ting
    Yang, Zebin
    Sun, Xiaodong
    Jia, Jingjing
    INTERNATIONAL JOURNAL OF GREEN ENERGY, 2022, 19 (04) : 389 - 398
  • [27] Realization of the Neural Fuzzy Controller for the Sensorless PMSM Drive Control System
    Hoai, Hung-Khong
    Chen, Seng-Chi
    Chang, Chin-Feng
    ELECTRONICS, 2020, 9 (09) : 1 - 28
  • [28] A Linear Active Disturbance Rejection Controller- Based Sensorless Control Scheme for PMSM Drives
    Qu, Lizhi
    Qu, Liyan
    Qiao, Wei
    2019 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2019, : 792 - 797
  • [29] Sensorless Control of Induction Motor Drives Using an Improved MRAS Observer
    Kandoussi, Zineb
    Boulghasoul, Zakaria
    Elbacha, Abdelhadi
    Tajer, Abdelouahed
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2017, 12 (04) : 1456 - 1470
  • [30] The Simulation Study of Sensorless Control for Induction Motor Drives based on MRAS
    Li, Zicheng
    Cheng, Shanmei
    Cai, Kai
    7TH INTERNATIONAL CONFERENCE ON SYSTEM SIMULATION AND SCIENTIFIC COMPUTING ASIA SIMULATION CONFERENCE 2008, VOLS 1-3, 2008, : 235 - +