Intelligent proportional-integral (iPI) control of a single link flexible joint manipulator

被引:31
作者
Agee, John T. [1 ]
Kizir, Selcuk [2 ]
Bingul, Zafer [2 ]
机构
[1] Tshwane Univ Technol, Dept Elect Engn, Pretoria, South Africa
[2] Kocaeli Univ, Dept Mech Engn, TR-41380 Kocaeli, Turkey
关键词
Flexible-joint manipulator; intelligent PI control; PI control; PID control; trajectory tracking; FUZZY-LOGIC CONTROL; FEEDBACK-CONTROL; DESIGN;
D O I
10.1177/1077546313510729
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper presents the design, stability analysis and experimental validation of a computationally non-intensive, model-free, intelligent proportional-integral (iPI) controller for flexible joint manipulators. In order to show the performance of the iPI controller, it is compared with classical proportional-integral and proportional-integral-derivative controllers. Based on this comparison, the iPI-controlled system achieved a better than 60% tracking accuracy for both kane trajectory and sine input tracking. The iPI controller also significantly reduced transient swings in the flexible joint of the manipulator, when tracking a train of pulses. Moreover, the iPI controlled system successfully eliminated both disturbances and noise effects from the dynamics of the manipulator.
引用
收藏
页码:2273 / 2288
页数:16
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