Research on Self-adaptive Fuzzy Speed Control Strategy of Brushless DC Motor for Stronger Robustness

被引:0
|
作者
Zhao, Hong [1 ]
Wang, Yiting [1 ]
Guo, Chen [1 ]
Luo, Peng [1 ]
Zhao, Derun [1 ]
机构
[1] Dalian Maritime Univ, Sch Marine Elect Engn, Dalian 116026, Peoples R China
关键词
Brushless DC Motor (BLDCM); Speed Control; Self-adaptive; Fuzzy PI Control; Robustness;
D O I
10.1109/ccdc.2019.8832713
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 Brushless DC Motor (BLDCM) control system is non-linear, multivariable, tightly coupled. Via analyzing the operational principle and mathematical model of the BLDCM, a double closed-loop servo control system is established in Matlab/Simul ink environment. However. the traditional PI controller is usually adopted in current and speed loop, thus resulting in shortcomings of setting parameter difficultly, large overshoots, etc. Therefore, a self-adaptive fuzzy PI control scheme is proposed in speed loop to overcome these shortcomings. Then, several simulation experiments are conducted to verify validity, feasibility and effectiveness of the proposed strategy. Finally, the simulation experiment results show that the improved scheme had faster dynamic response and anti-interference ability.
引用
收藏
页码:2483 / 2488
页数:6
相关论文
共 50 条
  • [21] A hybrid adaptive fuzzy variable structure speed controller for brushless DC motor
    Song, HL
    Yu, Y
    Yang, M
    Xu, DG
    IECON-2002: PROCEEDINGS OF THE 2002 28TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 2002, : 2126 - 2130
  • [22] Research on brushless DC motor control system based on fuzzy parameter adaptive PI algorithm
    Yin, Hongqiao
    Yi, Wenjun
    Wang, Kangjian
    Guan, Jun
    Wu, Jintao
    AIP ADVANCES, 2020, 10 (10)
  • [23] Adaptive backstepping controller design for the speed control of brushless DC Motor
    Turker, Turker
    PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2018, 24 (02): : 214 - 218
  • [24] Fuzzy adaptive single neuron NN control of brushless DC motor
    Jie Xiu
    Shiyu Wang
    Yan Xiu
    Neural Computing and Applications, 2013, 22 : 607 - 613
  • [25] Fuzzy adaptive single neuron NN control of brushless DC motor
    Xiu, Jie
    Wang, Shiyu
    Xiu, Yan
    NEURAL COMPUTING & APPLICATIONS, 2013, 22 (3-4): : 607 - 613
  • [26] Research on Speed Control System of Brushless DC Motor Based on PID Control
    Feng, Shuling
    PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING (ICMMCCE 2017), 2017, 141 : 964 - 966
  • [27] Brushless DC Motor Speed Control System Based on Fuzzy Neural Network Control
    Lv, Yongjian
    Fan, Hu
    Zou, Qiang
    Wan, Jing
    PROCEEDINGS OF 2009 INTERNATIONAL WORKSHOP ON INFORMATION SECURITY AND APPLICATION, 2009, : 173 - 176
  • [28] Brushless DC Motor Speed Control System Based on Fuzzy PID Controller
    Cheng, Guoqiang
    NETWORK COMPUTING AND INFORMATION SECURITY, 2012, 345 : 287 - 294
  • [29] Speed measurement and control of brushless DC motor
    Lu, J
    Chen, FF
    Zhang, GF
    Shi, YC
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 1, 2002, : 692 - 696
  • [30] Adaptive Speed Control of Brushless DC (BLDC) Motor Based on Interval Type-2 Fuzzy Logic
    Davoudkhani, Iraj Faraji
    Akbari, Mohsen
    2016 24TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2016, : 1119 - 1124