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
来源
IEEE OPEN JOURNAL OF POWER ELECTRONICS | 2022年 / 3卷
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
  • [41] Sensorless control of PMSM using an adaptively tuned SCKF
    Gopinath, Gulur Raghavendra
    Das Shyama, Prasad
    JOURNAL OF ENGINEERING-JOE, 2019, (17): : 4304 - 4308
  • [42] Adaptive Interval Type-2 Fuzzy Logic Control for PMSM Drives With a Modified Reference Frame
    Chaoui, Hicham
    Khayamy, Mehdy
    Aljarboua, Abdullah Abdulaziz
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (05) : 3786 - 3797
  • [43] Research on sensorless control of PMSM based on novel double- sliding mode MRAS
    Wang, Bu-Lai
    Li, Ye-Cheng
    Li, Zi-Xin
    Zhu, Jing-Heng
    IEICE ELECTRONICS EXPRESS, 2024, 21 (15): : 6 - 6
  • [44] Sensorless Speed Control of Induction Motor Drives Using Reinforcement Learning and Self-Tuning Simplified Fuzzy Logic Controller
    Abdullah, Qazwan
    Farah, Nabil
    Ahmed, Mustafa Sami
    Shah, Nor Shahida Mohd
    Aydogdu, Omer
    Talib, Md Hairul Nizam
    Al-Moliki, Yahya M.
    Ugurenver, Abbas
    Al-Mekhalfi, Mohammed A. A.
    Aihsan, Muhammad Zaid
    Salh, Adeb
    IEEE ACCESS, 2024, 12 : 136485 - 136501
  • [45] Sensorless control of PMSM based on carrier signal injection
    Wang Li-mei
    Zheng Jian-fen
    Guo Qing-ding
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 2057 - 2060
  • [46] Simulation of Emergency Modes in Sensorless Control of Switched Reluctance Motor Drives
    Krasovsky, Alexander
    Vasyukov, Sergey
    Vostorgina, Elena
    2020 XI INTERNATIONAL CONFERENCE ON ELECTRICAL POWER DRIVE SYSTEMS (ICEPDS), 2020,
  • [47] Sensorless control of bearingless induction motor based on fuzzy dual sliding mode MRAS
    Shen, Zijun
    Yang, Zebin
    Sun, Xiaodong
    Pan, Wei
    ELECTRICAL ENGINEERING, 2024,
  • [48] A Smooth and Fast Transition Method for PMSM SMO Based Sensorless Control
    Niu, Li
    Zhai, Jianyang
    Liu, Xiong
    Wang, Youyi
    Gupta, Amit Kumar
    2016 IEEE 2ND ANNUAL SOUTHERN POWER ELECTRONICS CONFERENCE (SPEC), 2016,
  • [49] Type-2 fuzzy logic control based MRAS speed estimator for speed sensorless direct torque and flux control of an induction motor drive
    Ramesh, Tejavathu
    Panda, Anup Kumar
    Kumar, S. Shiva
    ISA TRANSACTIONS, 2015, 57 : 262 - 275
  • [50] Speed Sensorless Control for IPMSMs Using a Modified MRAS With Gray Wolf Optimization Algorithm
    Sun, Xiaodong
    Zhang, Yao
    Tian, Xiang
    Cao, Junhao
    Zhu, Jianguo
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2022, 8 (01) : 1326 - 1337