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Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control
Aquatic animals such as fish and cetaceans can actively modulate their body stiffness with muscle to achieve excellent swimming performance under different situations. However, it is still challenging for a robotic swimmer with bionic propulsion mode to dynamically adjust its body stiffness to impro...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669495/ https://www.ncbi.nlm.nih.gov/pubmed/37999186 http://dx.doi.org/10.3390/biomimetics8070545 |
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author | Chen, Di Xiong, Yan Wang, Bo Tong, Ru Meng, Yan Yu, Junzhi |
author_facet | Chen, Di Xiong, Yan Wang, Bo Tong, Ru Meng, Yan Yu, Junzhi |
author_sort | Chen, Di |
collection | PubMed |
description | Aquatic animals such as fish and cetaceans can actively modulate their body stiffness with muscle to achieve excellent swimming performance under different situations. However, it is still challenging for a robotic swimmer with bionic propulsion mode to dynamically adjust its body stiffness to improve the swimming speed due to the difficulties in designing an effective stiffness adjustment structure. In this paper, based on the special torque mode of a motor, we propose an active variable stiffness control method for a robotic dolphin to pursue better swimming speed. Different from a variable stiffness structure design, a torque control strategy for the caudal motor is employed to imitate the physical property of a torsion spring to act as the variable stiffness component. In addition, we also establish a dynamic model with the Lagrangian method to explore the variable stiffness mechanism. Extensive experiments have validated the dynamic model, and then the relationships between frequency and stiffness on swimming performance are presented. More importantly, through integrating the dynamic model and torque actuation mode-based variable stiffness mechanism, the online performance optimization scheme can be easily realized, providing valuable guidance in coordinating system parameters. Finally, experiments have demonstrated the stiffness adjustment capability of the caudal joint, validating the effectiveness of the proposed control method. The results also reveal that stiffness plays an essential role in swimming motion, and the active stiffness adjustment can significantly contribute to performance improvement in both speed and efficiency. Namely, with the adjustment of stiffness, the maximum speed of our robotic dolphin achieves up to 1.12 body length per second (BL/s) at 2.88 Hz increasing by 0.44 BL/s. Additionally, the efficiency is also improved by 37%. The conducted works will offer some new insights into the stiffness adjustment of robotic swimmers for better swimming performance. |
format | Online Article Text |
id | pubmed-10669495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106694952023-11-13 Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control Chen, Di Xiong, Yan Wang, Bo Tong, Ru Meng, Yan Yu, Junzhi Biomimetics (Basel) Article Aquatic animals such as fish and cetaceans can actively modulate their body stiffness with muscle to achieve excellent swimming performance under different situations. However, it is still challenging for a robotic swimmer with bionic propulsion mode to dynamically adjust its body stiffness to improve the swimming speed due to the difficulties in designing an effective stiffness adjustment structure. In this paper, based on the special torque mode of a motor, we propose an active variable stiffness control method for a robotic dolphin to pursue better swimming speed. Different from a variable stiffness structure design, a torque control strategy for the caudal motor is employed to imitate the physical property of a torsion spring to act as the variable stiffness component. In addition, we also establish a dynamic model with the Lagrangian method to explore the variable stiffness mechanism. Extensive experiments have validated the dynamic model, and then the relationships between frequency and stiffness on swimming performance are presented. More importantly, through integrating the dynamic model and torque actuation mode-based variable stiffness mechanism, the online performance optimization scheme can be easily realized, providing valuable guidance in coordinating system parameters. Finally, experiments have demonstrated the stiffness adjustment capability of the caudal joint, validating the effectiveness of the proposed control method. The results also reveal that stiffness plays an essential role in swimming motion, and the active stiffness adjustment can significantly contribute to performance improvement in both speed and efficiency. Namely, with the adjustment of stiffness, the maximum speed of our robotic dolphin achieves up to 1.12 body length per second (BL/s) at 2.88 Hz increasing by 0.44 BL/s. Additionally, the efficiency is also improved by 37%. The conducted works will offer some new insights into the stiffness adjustment of robotic swimmers for better swimming performance. MDPI 2023-11-13 /pmc/articles/PMC10669495/ /pubmed/37999186 http://dx.doi.org/10.3390/biomimetics8070545 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chen, Di Xiong, Yan Wang, Bo Tong, Ru Meng, Yan Yu, Junzhi Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control |
title | Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control |
title_full | Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control |
title_fullStr | Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control |
title_full_unstemmed | Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control |
title_short | Performance Optimization for Bionic Robotic Dolphin with Active Variable Stiffness Control |
title_sort | performance optimization for bionic robotic dolphin with active variable stiffness control |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669495/ https://www.ncbi.nlm.nih.gov/pubmed/37999186 http://dx.doi.org/10.3390/biomimetics8070545 |
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