Modeling and Simulation of Brush less DC Motor Adaptive Fuzzy PID Control System for Pure Electric Vehicle

被引:2
|
作者
Song Shu [1 ]
Zhang Ya-jun [1 ]
机构
[1] Changan Univ, Sch Elect & Control Engn, Xian, Peoples R China
关键词
Pure Electric Vehicle (PEV); Brush less Direct Current Motor (BLDCM); Adaptive Fuzzy PID Controller (AFPIDC); Simulation;
D O I
10.4028/www.scientific.net/AMR.466-467.1339
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Pure Electric Vehicles (PEV) is an important research direction to solve the problems of auto environment and energy sources. Research double close-loop control system of PEV driven by Brush less Direct Current Motor (BLDCM) has the practical value. Traditional PID controllers have some advantages of being simple, reliable and effective for linear systems, but not for time-varying systems or highly non-linear systems. In order to improve the performances in both steady state and transient state of control system, an Adaptive Fuzzy PID Controller (AFPIDC) can be employed. The dynamic model of PEV and the mathematic model of BLDCM can be analyzed and established. Simulation model of Speed and Current Double Close-Loop Control System are implemented by Matlab7.0/simulink. The simulation results show that the system has rapid response, without static error and overshoot, good performance and strong robustness, high capacity of resisting disturbance.
引用
收藏
页码:1339 / 1343
页数:5
相关论文
共 50 条
  • [41] Fuzzy-PID Control System Design of Brushless DC Motor Based on Vector Control
    Yang Sheng
    Wang, Xingcheng
    Wang, Longda
    Hou, Pengchao
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 5583 - 5587
  • [42] Modeling and Low Order Adaptive Control of a DC Motor Driven Electric Cart
    Rudas, Imre J.
    Bito, Janos F.
    Tar, Jozsef K.
    Kurtan, Balazs
    2014 23RD INTERNATIONAL CONFERENCE ON ROBOTICS IN ALPE-ADRIA-DANUBE REGION (RAAD), 2014,
  • [43] A Fast Realization Method of Fuzzy PID Control for DC Motor
    Tang, Wei-Jie
    Cao, Shao-Yong
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 5131 - 5135
  • [44] Fractional Fuzzy PID Controller for Speed Control of DC Motor
    Gupta, Sujit Kr.
    Varshney, Pragya
    2013 THIRD INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING AND COMMUNICATIONS (ICACC 2013), 2013, : 1 - 4
  • [45] PID and Fuzzy Logic Controllers for DC Motor Speed Control
    Flores-Moran, Eduardo
    Yanez-Pazmino, Wendy
    Espin-Pazmino, Luis
    Molina-Miranda, Maria
    Guzman-Real, Carlos
    COMPUTER AND COMMUNICATION ENGINEERING, ICCCE 2018, 2019, 959 : 155 - 168
  • [46] Research on Control System of Three - phase Brushless DC Motor for Electric Vehicle
    Wang, Zhiwei
    Jin, Hai
    Guo, Jie
    Su, Jie
    Wang, Miao
    1ST INTERNATIONAL CONFERENCE ON FRONTIERS OF MATERIALS SYNTHESIS AND PROCESSING (FMSP 2017), 2017, 274
  • [47] DC Motor Speed Modeling and Simulation Using Fuzzy Logic Control Method
    Azizah, Desi Fatkhi
    Dedes, Khen
    Utama, Agung Bella Putra
    Aripriharta
    2021 7TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND INFORMATION ENGINEERING (ICEEIE 2021), 2021, : 278 - 283
  • [48] The simulation of permanent magnet synchronous motor control system for electric vehicle
    Xue, Tao
    Wan, Zi-jian
    Xu, Wei
    Li, Si
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 7674 - 7679
  • [49] Simulation and Research of Driving Motor Speed Control System for Electric Vehicle
    Guo, Jiandong
    Song, Longlong
    Zheng, Pei
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY AND ENVIRONMENTAL ENGINEERING (SEEE 2015), 2015, 14 : 65 - 69
  • [50] Application and Control of Brushless DC Motor for Electric Vehicle
    Wang, Dafang
    Bu, Deming
    Zhuz, Cheng
    Zhou, Chuanwei
    APPLIED ENERGY TECHNOLOGY, PTS 1 AND 2, 2013, 724-725 : 1398 - 1401