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
相关论文
共 34 条
[21]   Flat output characterization for linear systems using polynomial matrices [J].
Lévine, J ;
Nguyen, DV .
SYSTEMS & CONTROL LETTERS, 2003, 48 (01) :69-75
[22]   Sliding mode tracking control of a very lightweight single-link flexible robot robust to payload changes and motor friction [J].
Mamani, Gabriela ;
Becedas, Jonathan ;
Feliu, Vicente .
JOURNAL OF VIBRATION AND CONTROL, 2012, 18 (08) :1141-1155
[23]  
Marino R., 1986, Proceedings 1986 IEEE International Conference on Robotics and Automation (Cat. No.86CH2282-2), P1030
[24]   FUZZY LEARNING CONTROL FOR A FLEXIBLE-LINK ROBOT [J].
MOUDGAL, VG ;
KWONG, WA ;
PASSINO, KM ;
YURKOVICH, S .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1995, 3 (02) :199-210
[25]  
Oh JH, 1997, IEEE INT CONF ROBOT, P3435, DOI 10.1109/ROBOT.1997.606867
[26]   Inverse dynamics based tuning of a fuzzy logic controller for a single-link flexible manipulator [J].
Renno, Jamil M. .
JOURNAL OF VIBRATION AND CONTROL, 2007, 13 (12) :1741-1759
[27]  
Siddique M. N. H., 2006, Engineering Letters, V13, P148
[28]  
Sira-Ramirez H., 1988, International Journal of Robotics & Automation, V3, P57
[29]  
Sira-Ramirez H, 2004, DIFFERENTIALLY FLAT, V1st, DOI [10.1201/9781482276640, DOI 10.1201/9781482276640]
[30]   DYNAMIC FEEDBACK-CONTROL OF ROBOTIC MANIPULATORS WITH JOINT FLEXIBILITY [J].
SIRARAMIREZ, H ;
AHMAD, S ;
ZRIBI, M .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1992, 22 (04) :736-747