Simulation Study for Controlling Direct Current Motor Position Utilising Fuzzy Logic Controller

被引:0
作者
Elias, N. [1 ]
Yahya, N. M. [1 ]
机构
[1] Univ Malaysia Pahang, Fac Mfg Engn, Pekan 26600, Pahang, Malaysia
关键词
Fuzzy logic; position control; DC motor; transfer function; Simulink;
D O I
暂无
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A fuzzy logic controller (FLC) modelled with MATLAB toolbox that is implemented for position control of a direct current (DC) motor is presented in this paper. The position control is an adaptation of an assisted lifting device system. Due to the existing assisted lifting device problems that lift the load slowly and having lack of accuracy, this research is conducted to improve current assisted lifting device with the introduction of a DC motor and a fuzzy logic controller (FLC) that can improve position accuracy, especially when loading the loads. The DC motor was modelled, converted to a subsystem in Simulink and then the MATLAB toolbox is used to design the FLC. The methodology covers the simulation and modelling of the DC motor, fuzzy logic controller and different transfer functions for DC motor model as a benchmark to the performance of the fuzzy system. The outcomes acquired from the scope of the simulation was analysed. Parameters such as the rise and settling time in seconds and maximum overshoot in percentage are observed to be compared with different types of transfer functions that are used for the dynamic response of the closed-loop system and system with and without a controller that was used as references. The overall performance shows that a system with FLC performs well compared to the system without FLC.
引用
收藏
页码:5989 / 6000
页数:12
相关论文
共 19 条
  • [1] Kinematic and electromyographic analyses of normal and device-assisted sit-to-stand transfers
    Burnfield, Judith M.
    Shu, Yu
    Buster, Thad W.
    Taylor, Adam P.
    McBride, Michaela M.
    Krause, Megan E.
    [J]. GAIT & POSTURE, 2012, 36 (03) : 516 - 522
  • [2] A Cable-Suspended Intelligent Crane Assist Device for the Intuitive Manipulation of Large Payloads
    Campeau-Lecours, Alexandre
    Foucault, Simon
    Laliberte, Thierry
    Mayer-St-Onge, Boris
    Gosselin, Clement
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2016, 21 (04) : 2073 - 2084
  • [3] Corrado A., 2016, INT J ENG TECHNOLOGY, V8, P515
  • [4] ELIAS N, 2018, NUMERICAL ANAL FUZZY, P00623
  • [5] Flores-Moran E, 2018, 2018 19TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), P162
  • [6] PLAD (personal lift assistive device) stiffness affects the lumbar flexion/extension moment and the posterior chain EMG during symmetrical lifting tasks
    Frost, David M.
    Abdoli-E, Mohammad
    Stevenson, Joan M.
    [J]. JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2009, 19 (06) : E403 - E412
  • [7] Gupta AK, 2009, WORLD CLASS WAREHOUS
  • [8] Haselsteiner AF, 2018, PROCEEDINGS OF THE ASME 37TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING, 2018, VOL 1
  • [9] HORINO S, 1977, Journal of Human Ergology, V6, P159
  • [10] Issues in reducing the cogging torque of mass-produced permanent-magnet brushless DC motor
    Islam, MS
    Mir, S
    Sebastian, T
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2004, 40 (03) : 813 - 820