Abstract
This paper introduces a self-sensing anthropomorphic robot hand driven by Twisted String Actuators (TSAs). The use of TSAs provides several advantages such as muscle-like structures, high transmission ratios, large output forces, high efficiency, compactness, inherent compliance, and the ability to transmit power over distances. However, conventional sensors used in TSA-actuated robotic hands increase stiffness, mass, volume, and complexity, making feedback control challenging. To address this issue, a novel self-sensing approach is proposed using strain-sensing string based on Conductive Polymer Composite (CPC). By measuring the resistance changes in the strain-sensing string, the bending angle of the robot hand's fingers can be estimated, enabling closed-loop control without external sensors. The developed self-sensing anthropomorphic robot hand comprises a 3D-printed structure with five fingers, a palm, five self-sensing TSAs, and a 3D-printed forearm. Experimental studies validate the self-sensing properties of the TSA and the anthropomorphic robot hand. Additionally, a real-time Virtual Reality (VR) monitoring system is implemented for visualizing and monitoring the robot hand's movements using its self-sensing capabilities. This research contributes valuable insights and advancements to the field of intelligent prosthetics and robotic end grippers.
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Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Gama Melo, E. N., Aviles Sanchez, O. F., &Amaya Hurtado, D. (2014). Anthropomorphic robotic hands: A review. Ingeniería y Desarrollo, 32(2), 279–313. https://doi.org/10.14482/inde.32.2.4715
Piazza, C., Grioli, G., Catalano, M., & Bicchi, A. (2019). A century of robotic hands. Annual Review of Control, Robotics, and Autonomous Systems, 2(1), 1–32. https://doi.org/10.1146/annurev-control-060117105003
Chen, Z., Zhan, F., Jiang, J., Wu, D., & Sun, J. (2023). A review on soft hand rehabilitation robot. Recent Patents on Engineering, 17(3), 12–36. https://doi.org/10.2174/1872212117666220722141338
Schulz, A., Pylatiuk, C., Kargov, A., Oberle, R., &Bretthauer, G. Progress in the development of anthropomorphic fluidic hands and their applications. Proceedings of Mechatronics & Robotics, Santa, Monica, 2004, 936–941. https://doi.org/10.1109/ICHR.2004.1442671
Reichel, M. Transformation of shadow dextrous hand and shadow finger test unit from prototype to product for intelligent manipulation and grasping. Proceedings of Intelligent Manipulation and Grasping International Conference, Genova, Italy, 2004, 70.
Liang, D., & Zhang, W. (2017). Pasa-gb hand: A novel parallel and self-adaptive robot hand with gear-belt mechanisms. Journal of Intelligent & Robotic Systems, 90(1–2), 3–17. https://doi.org/10.1007/s10846-017-0644-0
Kawasaki, H., Shimomura, H., & Shimizu, Y. (2001). Educational–industrial complex development of an anthropomorphic robot hand’Gifu hand’. Advanced Robotics, 15(3), 357–363. https://doi.org/10.1163/156855301300235913
Gao, X., Jin, M., Jiang, L., Xie, Z., He, P., Yang, L., Liu, Y., Wei, R., Cai, H., &Liu, H. The HIT/DLR dexterous hand: Work in progress. Proceedings of 2003 IEEE International Conference on Robotics and Automation (Cat. No. 03CH37422), Taipei, China, 2003, 3164–3168. https://doi.org/10.1109/ROBOT.2003.1242077
Bauer, D., Bauer, C., Lakshmipathy, A., Shu, R., &Pollard, N. S. Towards very low-cost iterative prototyping for fully printable dexterous soft robotic hands. Proceedings of 2022 IEEE 5th International Conference on Soft Robotics (RoboSoft), Edinburgh, United Kingdom, 2022, 490–497. https://doi.org/10.1109/RoboSoft54090.2022.9762122
Zhang, J., Sheng, J., O’Neill, C. T., Walsh, C. J., Wood, R. J., Ryu, J.-H., Desai, J. P., & Yip, M. C. (2019). Robotic artificial muscles: Current progress and future perspectives. IEEE Transactions on Robotics, 35(3), 761–781. https://doi.org/10.1109/TRO.2019.2894371
Mirvakili, S. M., & Hunter, I. W. (2018). Artificial muscles: Mechanisms, applications, and challenges. Advanced Materials, 30(6), 1704407. https://doi.org/10.1002/adma.201704407
Rothemund, P., Kellaris, N., Mitchell, S. K., Acome, E., & Keplinger, C. (2021). Hasel artificial muscles for a new generation of lifelike robots-recent progress and future opportunities. Advanced Materials, 33(19), e2003375. https://doi.org/10.1002/adma.202003375
Xia, M., Wang, H., Yin, Q., Shang, J., Luo, Z., & Zhu, Q. (2023). Design and mechanics of a composite wave-driven soft robotic fin for biomimetic amphibious robot. Journal of Bionic Engineering, 20(3), 934–952. https://doi.org/10.1007/s42235-022-00328-4
Deimel, R., & Brock, O. (2015). A novel type of compliant and underactuated robotic hand for dexterous grasping. The International Journal of Robotics Research, 35(1–3), 161–185. https://doi.org/10.1177/0278364915592961
Zhao, H., O'Brien, K., Li, S., &Shepherd, R. F. (2016). Optoelectronically innervated soft prosthetic hand via stretchable optical waveguides. Science robotics, 1(1). https://doi.org/10.1126/scirobotics.aai7529
Zhou, J., Yi, J., Chen, X., Liu, Z., & Wang, Z. (2018). BCL-13: A 13-DOF soft robotic hand for dexterous grasping and in-hand manipulation. IEEE Robotics and Automation Letters, 3(4), 3379–3386. https://doi.org/10.1109/lra.2018.2851360
Polygerinos, P., Galloway, K. C., Savage, E., Herman, M., O'Donnell, K., &Walsh, C. J. Soft robotic glove for hand rehabilitation and task specific training. Proceedings of 2015 IEEE international conference on robotics and automation (ICRA), Seattle, WA, USA, 2015, 2913–2919. https://doi.org/10.1109/ICRA.2015.7139597
Wehner, M., Tolley, M. T., Mengüç, Y., Park, Y.-L., Mozeika, A., Ding, Y., Onal, C., Shepherd, R. F., Whitesides, G. M., & Wood, R. J. (2014). Pneumatic energy sources for autonomous and wearable soft robotics. Soft Robotics, 1(4), 263–274. https://doi.org/10.1089/soro.2014.0018
She, Y., Li, C., Cleary, J., &Su, H.-J. (2015). Design and fabrication of a soft robotic hand with embedded actuators and sensors. Journal of Mechanisms and Robotics, 7(2). https://doi.org/10.1115/1.4029497
Cho, K.-J., Rosmarin, J., &Asada, H. Sbc hand: A lightweight robotic hand with an SMA actuator array implementing C-segmentation. Proceedings of Proceedings 2007 IEEE International Conference on Robotics and Automation, Rome, Italy, 2007, 921–926. https://doi.org/10.1109/robot.2007.363103
Andrianesis, K., &Tzes, A. Design of an anthropomorphic prosthetic hand driven by shape memory alloy actuators. Proceedings of 2008 2nd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics, Scottsdale, AZ, USA, 2008, 517–522. https://doi.org/10.1109/BIOROB.2008.4762907
Jin, H., Dong, E., Xu, M., & Yang, J. (2020). A smart and hybrid composite finger with biomimetic tapping motion for soft prosthetic hand. Journal of Bionic Engineering, 17(3), 484–500. https://doi.org/10.1007/s42235-020-0039-y
Yip, M. C., &Niemeyer, G. High-performance robotic muscles from conductive nylon sewing thread. Proceedings of 2015 IEEE International Conference on Robotics and Automation (ICRA), Seattle, WA, USA, 2015, 2313–2318. https://doi.org/10.1109/ICRA.2015.7139506
Cho, K. H., Song, M. G., Jung, H., Park, J., Moon, H., Koo, J. C., Nam, J.-D., &Choi, H. R. A robotic finger driven by twisted and coiled polymer actuator. Proceedings of Electroactive Polymer Actuators and Devices (EAPAD) 2016, Las Vegas, Nevada, USA, 2016, 97981J. https://doi.org/10.1117/12.2218957
Mohd Jani, J., Leary, M., & Subic, A. (2017). Designing shape memory alloy linear actuators: A review. Journal of Intelligent Material Systems and Structures, 28(13), 1699–1718. https://doi.org/10.1177/1045389X16679296
Hunter, I. W., Hollerbach, J. M., &Ballantyne, J. (1991). A comparative analysis of actuator technologies for robotics. Robotics Review, 2, 299–342. https://doi.org/10.5555/146312.146323
Haines, C. S., Lima, M. D., Li, N., Spinks, G. M., Foroughi, J., Madden, J. D., Kim, S. H., Fang, S., De Andrade, M. J., & Göktepe, F. (2014). Artificial muscles from fishing line and sewing thread. Science, 343(6173), 868–872. https://doi.org/10.1126/science.124690
Haines, C. S., Li, N., Spinks, G. M., Aliev, A. E., Di, J., & Baughman, R. H. (2016). New twist on artificial muscles. Proceedings of the National Academy of Sciences, 113(42), 11709–11716. https://doi.org/10.1073/pnas.1605273113
Würtz, T., May, C., Holz, B., Natale, C., Palli, G., &Melchiorri, C. The twisted string actuation system: Modeling and control. Proceedings of 2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Montreal, QC, Canada, 2010, 1215–1220. https://doi.org/10.1109/AIM.2010.5695720
Sonoda, T., &Godler, I. Multi-fingered robotic hand employing strings transmission named “Twist Drive”. Proceedings of 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, Taipei, China, 2010, 2733–2738. https://doi.org/10.1109/IROS.2010.5652886
Palli, G., Natale, C., May, C., Melchiorri, C., & Wurtz, T. (2012). Modeling and control of the twisted string actuation system. IEEE/ASME Transactions on Mechatronics, 18(2), 664–673. https://doi.org/10.1109/tmech.2011.2181855
Singh, H., Popov, D., Gaponov, I., & Ryu, J.-H. (2016). Twisted string-based passively variable transmission: Concept, model, and evaluation. Mechanism and Machine Theory, 100, 205–221. https://doi.org/10.1016/j.mechmachtheory.2016.02.009
Gaponov, I., Popov, D., & Ryu, J.-H. (2014). Twisted string actuation systems: A study of the mathematical model and a comparison of twisted strings. IEEE/ASME Transactions on Mechatronics, 19(4), 1331–1342. https://doi.org/10.1109/tmech.2013.2280964
Jeong, S. H., Kim, K.-S., & Kim, S. (2016). Designing anthropomorphic robot hand with active dual-mode twisted string actuation mechanism and tiny tension sensors. IEEE Robotics and Automation Letters, 2(3), 1571–1578. https://doi.org/10.1109/lra.2017.2647800
Palli, G., Melchiorri, C., Vassura, G., Scarcia, U., Moriello, L., Berselli, G., Cavallo, A., De Maria, G., Natale, C., Pirozzi, S., May, C., Ficuciello, F., & Siciliano, B. (2014). The DEXMART hand: Mechatronic design and experimental evaluation of synergy-based control for human-like grasping. International Journal of Robotics Research, 33(5), 799–824. https://doi.org/10.1177/0278364913519897
Palli, G., Pirozzi, S., Natale, C., De Maria, G., &Melchiorri, C. Mechatronic design of innovative robot hands: Integration and control issues. Proceedings of 2013 Ieee/Asme International Conference on Advanced Intelligent Mechatronics (Aim): Mechatronics for Human Wellbeing, Wollongong, NSW, Australia, 2013, 1755–1760. https://doi.org/10.1109/AIM.2013.6584351
May, C., Schmitz, K., Becker, M., &Nienhaus, M. Investigation of twisted string actuation with a programmable mechanical load test stand. Proceedings of Innovative Small Drives and Micro-Motor Systems; 9. GMM/ETG Symposium, Nuremberg, Germany, 2013, 1–6.
Tavakoli, M., Batista, R., & Sgrigna, L. (2016). The UC softhand: Light weight adaptive bionic hand with a compact twisted string actuation system. Actuators, 5(1), 1. https://doi.org/10.3390/act5010001
Shin, Y. J., Lee, H. J., Kim, K. S., & Kim, S. (2012). A robot finger design using a dual-mode twisting mechanism to achieve high-speed motion and large grasping force. IEEE Transactions on Robotics, 28(6), 1398–1405. https://doi.org/10.1109/Tro.2012.2206870
Shin, Y. J., Rew, K. H., Kim, K. S., &Kim, S. Development of anthropomorphic robot hand with dual-mode twisting actuation and electromagnetic joint locking mechanism. Proceedings of 2013 IEEE International Conference on Robotics & Automation, Karlsruhe, Germany, 2013, 2759–2764. https://doi.org/10.1109/ICRA.2013.6630957
Bombara, D., Mansurov, V., Konda, R., Fowzer, S., &Zhang, J. Self-sensing for twisted string actuators using conductive supercoiled polymers. Proceedings of Smart Materials, Adaptive Structures and Intelligent Systems, Louisville, Kentucky, USA, 2019, V001T004A009. https://doi.org/10.1115/SMASIS2019-5587
Bombara, D., Fowzer, S., & Zhang, J. (2020). Compliant, large-strain, and self-sensing twisted string actuators. Soft Robotics. https://doi.org/10.1089/soro.2020.0086
Kirkpatrick, S. (1973). Percolation and conduction. Reviews of Modern Physics, 45(4), 574. https://doi.org/10.1103/RevModPhys.45.574
Acknowledgements
This work is partially supported by the Anhui Provincial Key Research and Development Program No. 2022f04020008, National Natural Science Foundation of China No. 62301522 and Anhui Provincial Nature Science Foundation No. 1908085MF196.
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Xu, C., Dong, S., Ma, Y. et al. A Self-sensing TSA-actuated Anthropomorphic Robot Hand. J Bionic Eng (2024). https://doi.org/10.1007/s42235-024-00491-w
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DOI: https://doi.org/10.1007/s42235-024-00491-w