J4 ›› 2014, Vol. 11 ›› Issue (2): 213-225.doi: 10.1016/S1672-6529(14)60042-1
On-line Optimization of Biomimetic Undulatory Swimming by an Experiment-based Approach
Chunlin Zhou1, Kin Huat Low2
- 1. Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
2. School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798, Singapore
On-line Optimization of Biomimetic Undulatory Swimming by an Experiment-based Approach
Chunlin Zhou1, Kin Huat Low2
- 1. Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
2. School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798, Singapore
摘要：
An experiment-based approach is proposed to improve the performance of biomimetic undulatory locomotion through on-line optimization. The approach is implemented through two steps: (1) the generation of coordinated swimming gaits by artificial Central Pattern Generators (CPGs); (2) an on-line searching of optimal parameter sets for the CPG model using Genetic Algorithm (GA). The effectiveness of the approach is demonstrated in the optimization of swimming speed and energy effi-ciency for a biomimetic fin propulsor. To evaluate how well the input energy is converted into the kinetic energy of the pro-pulsor, an energy-efficiency index is presented and utilized as a feedback to regulate the on-line searching with a closed-loop swimming control. Experiments were conducted on propulsor prototypes with different fin segments and the optimal swimming patterns were found separately. Comparisons of results show that the optimal curvature of undulatory propulsor, which might have different shapes depending on the actual prototype design and control scheme. It is also found that the propulsor with six fin segments, is preferable because of higher speed and lower energy efficiency.