PSO-Based Optimal PI(D) Controller Design for Brushless DC Motor Speed Control with Back EMF Detection

被引:7
|
作者
Kiree, Chookiat [2 ]
Kumpanya, Danupon [2 ]
Tunyasrirut, Satean [2 ]
Puangdownreong, Deacha [1 ]
机构
[1] South East Asia Univ, Dept Elect Engn, Grad Sch, Bangkok, Thailand
[2] Pathumwan Inst Technol, Fac Engn, Bangkok, Thailand
关键词
BLDC motor; PI(D) controller; Particle swarm optimization; Back EMF detection;
D O I
10.5370/JEET.2016.11.3.715
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
This paper proposes a design of optimal PI(D) controller for brushless DC (BLDC) motor speed control by the particle swarm optimization (PSO), one of the powerful metaheuristic optimization search techniques. The proposed control system is implemented on the TMS320F28335 DSP board interfacing to MATLAB/SIMULINK. With Back EMF detection, the proposed system is. considered as a class of sensorless control. This scheme leads to the speed adjustment of the BLDC motor by PWM. In this work, the BLDC motor of 100 watt is conducted to investigate the control performance. As results, it was found that the speed response of BLDC motor can be regulated at the operating speed of 800 and 1200 rpm in both no load and full load conditions. Very satisfactory responses of the BLDC system can be successfully achieved by the proposed control structure and PSO-based design approach.
引用
收藏
页码:715 / 723
页数:9
相关论文
共 50 条
  • [41] Integrated design of speed-sensorless and adaptive speed controller for a brushless DC motor
    Wang, HP
    Liu, YT
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2006, 21 (02) : 518 - 523
  • [42] PSO-Based Neural Network Controller for Speed Sensorless Control of PMSM
    Nazelan, A. M.
    Osman, M. K.
    Salim, N. A.
    Samat, A. A. A.
    Ahmad, K. A.
    2017 7TH IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE), 2017, : 366 - 371
  • [43] Optimal PID control of a brushless DC motor using PSO and BF techniques
    Ibrahim, H. E. A.
    Hassan, F. N.
    Shomer, Anas O.
    AIN SHAMS ENGINEERING JOURNAL, 2014, 5 (02) : 391 - 398
  • [44] Design of Control System of Low Speed Brushless DC Motor
    Zhong, De-Sheng
    INTERNATIONAL CONFERENCE ON INFORMATION, COMPUTER AND EDUCATION ENGINEERING (ICICEE 2017), 2017, : 444 - 448
  • [45] A microcontroller based speed controller for permanent magnet brushless DC motor
    Singh, B
    Reddy, AHN
    Murthy, SS
    IETE TECHNICAL REVIEW, 2000, 17 (05) : 259 - 267
  • [46] Design on electric supercharger controller based on Brushless DC motor
    Gou, Bingyong
    Yang, Yanqiu
    Guo, Honggang
    PROCEEDINGS OF THE 2015 INTERNATIONAL POWER, ELECTRONICS AND MATERIALS ENGINEERING CONFERENCE, 2015, 17 : 764 - 767
  • [47] Transient performance based design optimization of PM brushless DC motor drive speed controller
    Crnosija, P
    Krishnan, R
    Bjazic, T
    ISIE 2005: PROCEEDINGS OF THE IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS 2005, VOLS 1- 4, 2005, : 881 - 886
  • [48] A microcontroller based speed controller for permanent magnet brushless DC motor
    Singh, Bhim
    Reddy, A.H.N.
    Murthy, S.S.
    IETE Technical Review (Institution of Electronics and Telecommunication Engineers, India), 2000, 17 (05): : 259 - 267
  • [49] PSO-Based Nonlinear PI-type Controller Design for Boost Converter
    Seo, Sang-Wha
    Kim, Yong
    Choi, Han Ho
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2018, 13 (01) : 211 - 219
  • [50] Control of Chaos in Brushless DC Motor Design of Adaptive Controller Following Back-stepping Method
    Roy, Partha
    Ray, Susanta
    Bhattacharya, Samar
    2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC), 2014, : 41 - 45