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
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;
Conference_Titel :
Industrial Electronics, 2001. Proceedings. ISIE 2001. IEEE International Symposium on
Conference_Location :
Pusan
Print_ISBN :
0-7803-7090-2
DOI :
10.1109/ISIE.2001.931990