A Fuzzy Logic Based Parameter Auto-tuning Method in MRAS for Sensorless Interior Permanent Magnet Synchronous Motor Drives with Cyclic Fluctuating Load

被引：0
|
作者：
Shi, Yuchao [1 ]
Sun, Kai [1 ]
Huang, Lipei [1 ]
Li, Yongdong [1 ]
Xiao, Xi [1 ]
机构：
[1] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Haidian, Peoples R China
来源：
2013 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS) | 2013年
关键词：
Interior permanent magnet synchronous motor (IPMSM); cyclic fluctuating load; MRAS; sensorless control; fuzzy control; EXTENDED KALMAN FILTER; PMSM;
D O I：
暂无
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 reference adaptive system (MRAS) is usually employed for rotor position/speed estimation in sensorless IPMSM drives. The adjustment of control parameters in MRAS is one of key issues to enhance the intelligent level of the system, especially for the IPMSM drive system with cyclic fluctuating load. In this paper, an auto-tuning method based on Fuzzy logic is proposed to adjust the control parameters in MRAS automatically, which avoids inconvenient manual tuning. To implement this auto-tuning method, a one-dimensional Fuzzy-MRAS speed estimation mechanism is developed and the Fuzzy rules are designed. In addition, to lower the speed ripple, the motor output torque pattern matching the cyclic fluctuating load is also developed. Experimental results demonstrate the feasibility and effectiveness of the proposed auto-tuning method.
引用
收藏
页码：1010 / 1014
页数：5
相关论文
共 50 条
  • [21] Robust Sliding Mode Speed Controller-based Model Reference Adaptive System (MRAS) and Load Torque Estimator for Interior Permanent Magnet Synchronous Motor (IPMSM) Drives
    Zaky, Mohamed S.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2015, 43 (13) : 1523 - 1533
  • [22] Cascaded Fuzzy Logic Based Direct Torque Control of Interior Permanent Magnet Synchronous Motor for Variable Speed Electric Drive Systems
    Omara, Ahmed M.
    Sleptsov, M.
    Diab, Ahmed A. Zaki
    2018 25TH INTERNATIONAL WORKSHOP ON ELECTRIC DRIVES: OPTIMIZATION IN CONTROL OF ELECTRIC DRIVES (IWED2018), 2018,
  • [23] Sensorless Control of a Shearer Short-Range Cutting Interior Permanent Magnet Synchronous Motor Based on a New Sliding Mode Observer
    Sheng, Lianchao
    Li, Wei
    Wang, Yuqiao
    Fan, Mengbao
    Yang, Xuefeng
    IEEE ACCESS, 2017, 5 : 18439 - 18450
  • [24] Simple Sensorless Control of Interior Permanent Magnet Synchronous Motor Using PLL Based on Extended EMF
    Han, Dong Yeob
    Cho, Yongsoo
    Lee, Kyo-Beum
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2017, 12 (02) : 711 - 717
  • [25] Sensorless Control Strategy for Interior Permanent Magnet Synchronous Motor Based on ADRC and Differential of Active Flux
    Liu, WeiWei
    Ding, ShuGuang
    Dong, YingHui
    Jin, Hao
    Huang, Kang
    Hu, ZhaoWeng
    PROCEEDINGS OF 2019 IEEE 9TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC 2019), 2019, : 550 - 554
  • [26] Sensorless Control Strategy of Permanent Magnet Synchronous Motor Based on Fuzzy Sliding Mode Observer
    Ding, Hongchang
    Zou, Xinhong
    Li, Jinhong
    IEEE ACCESS, 2022, 10 : 36743 - 36752
  • [27] A Terminal Sliding Mode Observer Based Robust Backstepping Sensorless Speed Control for Interior Permanent Magnet Synchronous Motor
    Wu, Shaofang
    Zhang, Jianwu
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2018, 16 (06) : 2743 - 2753
  • [28] Sensor-based and Sensorless Vector Control of Permanent Magnet Synchronous Motor Drives: A Comparative Study
    Singh, Shweta
    Tiwari, Amar N.
    Singh, Sri N.
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2020, 13 (02) : 276 - 284
  • [29] Rotor radial displacement sensorless control of bearingless permanent magnet synchronous motor based on MRAS and suspension force compensation
    Hua, Yizhou
    Zhu, Huangqiu
    ISA TRANSACTIONS, 2020, 103 : 306 - 318
  • [30] Realization of a sensorless speed controller for permanent magnet synchronous motor drives based on field programmable gate array technology
    Risfendra
    Kung, Ying-Shieh
    Wang, Ming-Shyan
    Huang, Liang-Chiao
    ADVANCES IN MECHANICAL ENGINEERING, 2017, 9 (11):
12345