Design of new adaptive fuzzy logic controller for nonlinear plants with unknown or time-varying dead zones

被引:26
作者
Oh, SY [1 ]
Park, DJ [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Taejon 305701, South Korea
关键词
adaptive perturbing action; control resolution; dead-zone inverse; fuzzy logic controller;
D O I
10.1109/91.728437
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new adaptive fuzzy logic controller (FLC) is designed for plants with unknown and/or time-varying dead zones. The steady-state control resolutions with perturbing action, which are different from the ones in the transient states, are used to cancel out the unknown and/or time-varying dead-zone effects, Automatically adjusted control resolutions play a key role as a fuzzy dead-zone inverse, The control resolutions of the control input variables are dependent on the scaling gains of the variables. Therefore, we can develop the fuzzy dead-zone inverse by reperturbing and adjusting the scaling gains adequately in the steady-states. The developed fuzzy logic controllers that are applied to the plants with unknown dead zones ensure their effectiveness even though the dead-zone characteristics are time varying.
引用
收藏
页码:482 / 491
页数:10
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