Hierarchical adaptive network based fuzzy logic controller design for a single flexible link robot manipulator

In this study, hierarchical adaptive network based fuzzy logic controller for a single flexible link robot manipulator is designed. This study is aimed to get the end of the flexible robot manipulator to desired position and terminate vibrations on arm while it moves under the action of an external driving torque. The proposed controller has two subsystems. The fast-subsystem reduces the vibration of the flexible robot manipulator end point, and the other slow-subsystem controller controls the desired position. The performance of the proposed control system is evaluated on the basis of the experimental results.

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

[2]  J. Lin Hierarchical fuzzy logic controller for a flexible link robot arm performing constrained motion tasks , 2003 .

[3]  Heinz Unbehauen,et al.  A neurofuzzy approach to the control of a flexible-link manipulator , 2002, IEEE Trans. Robotics Autom..

[4]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[5]  J. Lin,et al.  A hierarchical fuzzy approach to supervisory control of robot manipulators with oscillatory bases , 2007 .

[6]  Mete Kalyoncu Mathematical modelling and dynamic response of a multi-straight-line path tracing flexible robot manipulator with rotating-prismatic joint , 2008 .

[7]  J. Knani Dynamic modelling of flexible robotic mechanisms and adaptive robust control of trajectory computer simulation––Part I , 2002 .

[8]  Mohammad Javad Yazdanpanah,et al.  Modeling and Control of Linear Two-time Scale Systems: Applied to Single-Link Flexible Manipulator , 2006, J. Intell. Robotic Syst..

[9]  Ignacy Duleba,et al.  Algorithms of trajectory planning with constrained deviation from a given end-effector path , 2004, Robotica.

[10]  Yangsheng Xu,et al.  Tracking Trajectory Planning of Space Manipulator for Capturing Operation , 2006 .

[11]  Shuzhi Sam Ge,et al.  Adaptive robust controller design for multi-link flexible robots , 2001 .

[12]  Atef A. Ata,et al.  Optimal Point-to-Point Trajectory Tracking of Redundant Manipulators using Generalized Pattern Search , 2005, ArXiv.

[13]  John F. MacGregor,et al.  Proceedings of the American Control Conference , 1985 .

[14]  Eric H. K. Fung,et al.  Dynamic modelling of a rigid-flexible manipulator for constrained motion task control , 1999 .

[15]  Bruno Siciliano,et al.  Tracking control of flexible robot arms , 1997, 1997 European Control Conference (ECC).

[16]  M. Jamshidi,et al.  A hierarchical fuzzy controller using line-curvature feature extraction for a single link flexible arm , 1994, Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference.

[17]  Z. Z. Huang,et al.  An active damping control of robot manipulators with oscillatory bases by singular perturbation approach , 2007 .

[18]  İbrahim Uzmay,et al.  A model of parameter adaptive law with time varying function for robot control , 2005 .

[19]  Victor Etxebarria,et al.  Experimental control of a single-link flexible robot arm using energy shaping , 2007, Int. J. Syst. Sci..

[20]  Frank L. Lewis,et al.  A Symbolic Formulation of Dynamic Equations For a Manipulator With Rigid and Flexible Links , 1994, Int. J. Robotics Res..

[21]  Mete Kalyoncu,et al.  Mathematical Modeling and Simulation of a Flexible Shaft-Flexible Link System With End Mass , 2004 .

[22]  Alan S. Morris,et al.  Fuzzy and neuro-fuzzy approaches to control a flexible single-link manipulator , 2003 .

[23]  Beno Benhabib,et al.  Real‐time trajectory resolution for a two‐manipulator machining system , 2006 .

[24]  Mete Kalyoncu,et al.  VIBRATION ANALYSIS OF AN ELASTIC ROBOT MANIPULATOR WITH PRISMATIC JOINT AND A TIME-VARYING END MASS , 2004 .

[25]  Frank L. Lewis,et al.  Two-time scale fuzzy logic controller of flexible link robot arm , 2003, Fuzzy Sets Syst..

[26]  Sukumar Kamalasadan,et al.  A Neural Network Parallel Adaptive Controller for Dynamic System Control , 2007, IEEE Transactions on Instrumentation and Measurement.

[27]  J. Lin,et al.  Fuzzy logic control for flexible link robot arm by singular perturbation approach , 2002, Appl. Soft Comput..

[28]  Mohammad Javad Yazdanpanah,et al.  A new modeling approach to single-link flexible manipulator using singular perturbation method , 2006 .

[29]  J. Lin,et al.  A vibration absorber of smart structures using adaptive networks in hierarchical fuzzy control , 2005 .

[30]  Tung-Sheng Chiang,et al.  A new design of hierarchical fuzzy hybrid position/force control for flexible link robot arm , 2003, Proceedings of the 2003 American Control Conference, 2003..

[31]  Concepción A. Monje,et al.  Tip position control of a lightweight flexible manipulator using a fractional order controller , 2007 .

[32]  Abdel-Latif Elshafei,et al.  Robust robot control enhanced by a hierarchical adaptive fuzzy algorithm , 2004, Eng. Appl. Artif. Intell..

[33]  Amor Jnifene,et al.  Experimental study on active vibration control of a single-link flexible manipulator using tools of fuzzy logic and neural networks , 2005, IEEE Transactions on Instrumentation and Measurement.

[34]  J. Lin Flexible link robot arm control by a hierarchical fuzzy logic approach , 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).