Immune algorithm based active PID control for structure systems

被引:5
作者
Lee, Young Jin
Cho, Hyun Cheol
Lee, Kwon Soon
机构
[1] Dong A Univ, Dept Elect Engn, Pusan 604714, South Korea
[2] Korean Aviat Polytech Coll, Dept Elect Instrument & Control, Kyungnam 664180, South Korea
[3] Univ Nevada, Dept Elect Engn, Reno, NV 89557 USA
关键词
immune algorithms; PID control; structural vibration;
D O I
10.1007/BF03027576
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
An immune algorithm is a kind of evolutional computation strategies, which is developed in the basis of a real immune mechanism in the human body. Recently, scientific or engineering applications using this scheme are remarkably increased due to its significant ability in terms of adaptation and robustness for external disturbances. Particularly, this algorithm is efficient to search optimal parameters against complicated dynamic systems with uncertainty and perturbation. In this paper, we investigate an immune algorithm embedded Proportional Integral Derivate (called I-PID) control, in which an optimal parameter vector of the controller is determined offline by using a cell-mediated immune response of the immunized mechanism. For evaluation, we apply the proposed control to mitigation of vibrations for nonlinear structural systems, cased by external environment load such as winds and earthquakes. Comparing to traditional controls under same simulation scenarios, we demonstrate the innovation control is superior especially in robustness aspect.
引用
收藏
页码:1823 / 1833
页数:11
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