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
  • [1] A PSO-Based Optimum Design of PID Controller for a Linear Brushless DC Motor
    Nasri, Mehdi
    Nezamabadi-Pour, Hossein
    Maghfoori, Malihe
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 20, 2007, 20 : 211 - +
  • [2] PI and SOSM Controller Design for Speed Control of PMDC Motor Using Back EMF
    Paul, Arun Kumar
    2018 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES), 2018,
  • [3] PSO-Based PI Controller for Speed Sensorless Control of PMSM
    Nazelan, A. M.
    Osman, M. K.
    Samat, A. A. A.
    Salim, N. A.
    1ST INTERNATIONAL CONFERENCE ON GREEN AND SUSTAINABLE COMPUTING (ICOGES) 2017, 2018, 1019
  • [4] Design of Hybrid Fuzzy-PI controller for speed control of Brushless DC Motor
    Tiwary, Neha
    Rathinam, A.
    Ajitha, S.
    2014 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATION AND INSTRUMENTATION (ICECI), 2014,
  • [5] Design of fuzzy PI controller for brushless DC motor based on PSO-GSA algorithm
    Song, Baoye
    Xiao, Yihui
    Xu, Lin
    SYSTEMS SCIENCE & CONTROL ENGINEERING, 2020, 8 (01) : 67 - 77
  • [6] Anti-Windup PI Controller for Speed Control of Brushless DC Motor
    John, Greeshma Sarah
    Vijayan, Abhilash T.
    2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 1068 - 1073
  • [7] 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
  • [8] Fuzzy PI Control of Trapezoidal Back EMF Brushless DC Motor Drive Based on the Position Control Optimization Technique
    Mary, D. Magdalin
    Kumar, C.
    Xavier, Felix Joseph
    Rashad, Sara A.
    Fayek, Hady H.
    Ravichandran, Naganthini
    Barua, Sourav
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [9] Mathematical modeling and Simulation of Brushless DC motor with Ideal Back EMF for a Precision speed control
    Mondal, Santanu
    Mitra, Arunabha
    Chattopadhyay, Madhurima
    2015 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND COMMUNICATION TECHNOLOGIES, 2015,
  • [10] Intelligent Speed Controller Design for Brushless DC Motor
    Ulasyar, Abasin
    Zad, Haris Sheh
    Zohaib, Adil
    2018 INTERNATIONAL CONFERENCE ON FRONTIERS OF INFORMATION TECHNOLOGY (FIT 2018), 2018, : 19 - 23