Title :
Evolutionary computation in designing a robust PD sway controller for a mobile crane
Author :
Kawada, Kazuo ; Sogo, Hiroyuki ; Yamamoto, Toru ; Mada, Yasuhiro
Author_Institution :
Graduate Sch. of Educ., Hiroshima Univ., Japan
Abstract :
PID control schemes still continue to be widely used for most industrial control systems. This is mainly because PID controllers have simple control structures, and are simple to maintain and tune. However, it is difficult to find a set of suitable control parameters in the case of time-varying and/or nonlinear systems. For such a problem, a robust controller has been proposed. Although it is important to choose a suitable nominal model in robust controller design, it is not usually easy. In this paper, a new robust PD controller design scheme is proposed, in which a suitable nominal model is designed using a real-coded genetic algorithm.
Keywords :
control system synthesis; cranes; genetic algorithms; motion control; nonlinear control systems; pole assignment; robust control; two-term control; evolutionary computation; mobile crane; nominal model; nonlinear system; pole-assignment control scheme; real-coded genetic algorithm; robust PD sway controller design; Algorithm design and analysis; Control systems; Cranes; Evolutionary computation; Industrial control; Mobile computing; Nonlinear control systems; PD control; Robust control; Three-term control;
Conference_Titel :
Control Applications, 2002. Proceedings of the 2002 International Conference on
Print_ISBN :
0-7803-7386-3
DOI :
10.1109/CCA.2002.1038716