JOURNAL ARTICLE

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

John T. AgeeSelçuk KizirZafer Bingül

Year: 2013 Journal:   Journal of Vibration and Control Vol: 21 (11)Pages: 2273-2288   Publisher: SAGE Publishing

Abstract

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.

Keywords:
Control theory (sociology) Controller (irrigation) Trajectory Tracking (education) Computer science Proportional control Stability (learning theory) Noise (video) PID controller Sine Joint (building) Control engineering Control system Engineering Mathematics Control (management) Artificial intelligence Physics

Metrics

44
Cited By
0.98
FWCI (Field Weighted Citation Impact)
32
Refs
0.79
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Dynamics and Control of Mechanical Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Vehicle Dynamics and Control Systems
Physical Sciences →  Engineering →  Automotive Engineering
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