• DocumentCode
    3216265
  • Title

    Speed control of fork lift vehicle using a genetic algorithm

  • Author

    Bae, Jong Il ; Lee, Dong Cheol ; Ahn, Doo Sung ; Lee, Jong Moon ; Kim, Kang Eon ; Kim, Moon Soo

  • Author_Institution
    Dept. of Electr. Eng., Pukyong Nat. Univ., Pusan, South Korea
  • Volume
    3
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1839
  • Abstract
    In general, the electronic fork lift driven by a DC motor drive system is used in the industrial field. Classically, the DC motor is controlled by current or speed control using proportion control method, by output torque following the load on the plane like a manual operation. But in the industrial field, the electronic fork lift demands the robust drive mode. For some cases of the mode, there is a problem in torque and speed control following slope capacity. The control is sensitive concerning the slope angle and output speed. Various control methods have been studied for stability of speed control. In this paper, the author applies a speed controller for self-tuning using the genetic algorithm to obtain robust, stable speed control and uses stable, high efficiency DSP control as the main controller for high speed processor, embodying dynamic characteristics of control comparing the PI control to the fuzzy control
  • Keywords
    DC motor drives; adaptive control; angular velocity control; digital control; digital signal processing chips; electric vehicles; fuzzy control; genetic algorithms; machine control; self-adjusting systems; two-term control; velocity control; DC motor drive; DC motor speed control; PI control; dynamic characteristics; fork lift vehicle; fuzzy control; genetic algorithm; high efficiency DSP control; high speed processor; output torque; proportion control method; robust drive mode; robust stable speed control; self-tuning; slope angle; speed control; speed control stability; torque control; DC motors; Electrical equipment industry; Electronics industry; Genetic algorithms; Industrial electronics; Manuals; Proportional control; Torque control; Vehicles; Velocity control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, 2001. Proceedings. ISIE 2001. IEEE International Symposium on
  • Conference_Location
    Pusan
  • Print_ISBN
    0-7803-7090-2
  • Type

    conf

  • DOI
    10.1109/ISIE.2001.931990
  • Filename
    931990