Volume 2, Issue 1, March 2009, Pages 51 - 59
Bacterial Foraging Optimized Hybrid Fuzzy Precompensated PD Control of Two Link Rigid-Flexible Manipulator
- Srinivasan Alavandar, Tushar Jain, M. J. Nigam
- Corresponding Author
- Srinivasan Alavandar
Available Online 1 March 2009.
- https://doi.org/10.2991/jnmp.2009.2.1.6How to use a DOI?
- 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 presented emphasize that a satisfactory tracking precision could be achieved using hybrid Fuzzy Precompensated PD controller with bacterial foraging based optimization.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - JOUR AU - Srinivasan Alavandar AU - Tushar Jain AU - M. J. Nigam PY - 2009 DA - 2009/03 TI - Bacterial Foraging Optimized Hybrid Fuzzy Precompensated PD Control of Two Link Rigid-Flexible Manipulator JO - International Journal of Computational Intelligence Systems SP - 51 EP - 59 VL - 2 IS - 1 SN - 1875-6883 UR - https://doi.org/10.2991/jnmp.2009.2.1.6 DO - https://doi.org/10.2991/jnmp.2009.2.1.6 ID - Alavandar2009 ER -