유전알리고즘을 이용한 유압모터의 속도제어파라메터 최적화

Optimization of control parameters for speed control of a hydraulic motor using genetic algorithms

  • 현장환 (한국과학기술원 기계공학과) ;
  • 안철현 (한국과학기술원 기계공학과) ;
  • 이정오 (한국과학기술원 기계공학과)
  • Hyun, Jang-Hwan ;
  • Ahn, Chul-Hyun ;
  • Lee, Chung-Oh
  • 발행 : 1997.09.01

초록

This study is concerned with the optimizing method of control parameters for a hydraulic speed control system by using genetic algorithms which are general purpose search algorithms based on natural evolution and genetics. It is shown that the genetic altorithms satisfactorily oiptimized control gains of the PI speed control system of an electrohydraulic servomotor and that optimization of control para- meters can be achived without much experience and knowledge for tuning. It is also shown that optimal gains may be determined from fitness distribution curves plotted in given gain spaces.

키워드