Bacterial Foraging Optimized Hybrid Fuzzy Precompensated PD Control of Two Link Rigid-Flexible Manipulator

Light-weight flexible arms will most likely constitute the next generation robots due to their large payload carrying capacities at high speeds and less power demand. Control problem of robots with flexible members is more complex compared to rigid robots due to vibrations during the motion. This paper presents the social foraging behavior of Escherichia coli bacteria to optimize hybrid Fuzzy Precompensated Proportional — Derivative (PD) controller in trajectory control of two link rigid-flexible manipulator. Numerical simulation using the dynamic model of the two link rigid-flexible manipulator shows the effectiveness of the approach in trajectory tracking problems and the use of fuzzy precompensation has superior performance in terms of improvement in transient and steady state response, robustness to variations in loading conditions and ease to use in practice. Comparative evaluation with respect to genetic algorithm based optimization is presented to validate the controller design. The results present...

[1]  Lih-Chang Lin,et al.  A composite adaptive control with flexible quantity feedback for flexible-link manipulators , 1996 .

[2]  Feng-Li Lian,et al.  Nonlinear adaptive control for flexible-link manipulators , 1997, IEEE Trans. Robotics Autom..

[3]  J. Sasiadek,et al.  Direct, optimal, stochastic and fuzzy control of a two-link flexible manipulator , 2000 .

[4]  Wayne J. Book,et al.  Modeling, design, and control of flexible manipulator arms: a tutorial review , 1990, 29th IEEE Conference on Decision and Control.

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

[6]  Lih-Chang Lin,et al.  A composite adaptive control with flexible quantity feedback for flexible-link manipulators , 1996, J. Field Robotics.

[7]  Mauro Birattari,et al.  Swarm Intelligence , 2012, Lecture Notes in Computer Science.

[8]  A. De Luca,et al.  Rest-to-rest motion of a two-link robot with a flexible forearm , 2001, AIM 2001.

[9]  Giovanni Ulivi,et al.  Exact modeling of the flexible slewing link , 1990, Proceedings., IEEE International Conference on Robotics and Automation.

[10]  J. Sasiadek,et al.  METHODS OF TRAJECTORY TRACKING FOR FLEXIBLE LINK MANIPULATORS , 2002 .

[11]  Ali Galip Ulsoy,et al.  Dynamic modeling of constrained flexible robot arms for controller design , 1991 .

[12]  I. Kalaykov,et al.  Time-optimal sliding mode control of robot manipulator , 2000, 2000 26th Annual Conference of the IEEE Industrial Electronics Society. IECON 2000. 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation. 21st Century Technologies.

[13]  Yoshifumi Morita,et al.  Robust Trajectory Tracking Control of Elastic Robot Manipulators , 1997 .

[14]  R. E. Rink,et al.  Composite pseudolink end-point control of flexible manipulators , 1990, IEEE Trans. Syst. Man Cybern..

[15]  Alan S. Morris,et al.  Genetic Algorithm Tuned Fuzzy Logic Controller for a Robot Arm with Two-link Flexibility and Two-joint Elasticity , 2007, J. Intell. Robotic Syst..

[16]  R. Daniel,et al.  Perturbation Techniques for Flexible Manipulators , 1991 .

[17]  Ahmet S. Yigit,et al.  On the Stability of PD Control for a Two-Link Rigid-Flexible Manipulator , 1994 .

[18]  Kevin M. Passino,et al.  Biomimicry of bacterial foraging for distributed optimization and control , 2002 .

[19]  오상록,et al.  위치서보를 가진 산업용 로보트의 퍼지 적응 힘 제어 ( Fuzzy Adaptive Force Control of Industrial Robot Manipulators with Position Servos ) , 1995 .

[20]  Xue Yang,et al.  Study on fuzzy PD control of planar two-link flexible manipulator , 2002, 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering. TENCOM '02. Proceedings..

[21]  M. Osman Tokhi,et al.  GA-based Neural Fuzzy Control of Flexible-link Manipulators , 2006, Eng. Lett..

[22]  Dong-Soo Kwon,et al.  A Time-Domain Inverse Dynamic Tracking Control of a Single-Link Flexible Manipulator , 1994 .

[23]  Hans-Jürgen Zimmermann,et al.  On Zadeh’s Compositional Rule of Inference , 1993 .

[24]  H. J. Yeo FuzzyAdaptive Force Control of Industrial Robot Manipulators with Position Servos , 1995 .