论文信息 - PSO Based Flat Control of a Single Link Flexible Manipulator

PSO Based Flat Control of a Single Link Flexible Manipulator

This paper presents an intelligent method of tuning a flat controller for trajectory tracking of a single link flexible manipulator. The tip position of the manipulator was determined as the flat output. Using the flat output, a feedback control law is designed to stabilize the tip of the end effector and track the reference trajectories. The gains obtained for the flat controller is optimized using particle swarm optimization. Results show fast response to system trajectories, good tracking performance with no overshoots.

[1] Noorfadzli Abdul Razak. Modelling of single link flexible manipulator with flexible joint , 2007 .

[2] Peter Eberhard,et al. DYNAMIC ANALYSIS OF FLEXIBLE MANIPULATORS, A LITERATURE REVIEW , 2006 .

[3] Jean Lévine,et al. Flat output characterization for linear systems using polynomial matrices , 2003, Syst. Control. Lett..

[4] Rini Akmeliawati,et al. Comparison of LQR and PSO-based state feedback controller for tracking control of a flexible link manipulator , 2010, 2010 2nd IEEE International Conference on Information Management and Engineering.

[5] Michael N. Vrahatis,et al. Particle Swarm Optimization and Intelligence: Advances and Applications , 2010 .

[6] H. Metin. PID and State Feedback Control of a Single-Link Flexible Joint Robot Manipulator , 2011 .

[7] Andrea Serrani,et al. Modeling and Nonlinear Control of a Single-link Flexible Joint Manipulator , 2004 .

[8] Zafer Bingul,et al. A Fuzzy Logic Controller tuned with PSO for 2 DOF robot trajectory control , 2011, Expert Syst. Appl..

[9] Deepak Jayaraj,et al. PSO Based Tuning of a PID Controller for a High Performance Drilling Machine , 2010 .