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MORI-A CPS: 3D printed soft actuators with 4D assembly simulation

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Abstract

Soft modular robotics combines soft materials and modular mechanisms. We are developing a vacuum-driven actuator module, MORI-A, which combines a 3D-printed flexible parallel cross structure with a cube-shaped hollow silicone. The MORI-A module has five deformation modes: no deformation, uniform contraction, uniaxial contraction, flexion, and shear. By combining these modules, soft robots with a variety of deformabilities can be constructed. However, assembling MORI-A requires predicting the deformation from the posture and mode of the modules, making assembly difficult. To overcome this problem, this study aims to construct a system called “MORI-A CPS,” which can predict the motion of a soft robot composed of MORI-A modules by simply arranging cubes in a virtual space. This paper evaluates how well the motion of virtual MORI-A modules, defined as a combination of swelling and shrinking voxels, approximates real-world motion. Then, it shows that the deformations of virtual soft robots constructed via MORI-A CPS are similar to those of real robots.

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References

  1. Bartlett NW, Tolley MT, Overvelde JTB, Eaver AC, Mosadegh B, Bertoldi K, Whitesides GM, Wood RJ (2015) A 3D-printed, functionally graded soft robot powered by combustion. Science: 161–164

  2. Xin S, Tianjiao Z, Jian Q, Zhiyuan Y, Ning Z, Jie Zhao, Hegao Cai, Zhu Yanhe (2022) Task-oriented hierarchical control of modular soft robots with external vision guidance. J Bionic Eng 19(3):657–667

    Article  Google Scholar 

  3. Ogawa J, Mori T, Watanabe Y, Kawakami M, Shiblee MD N I, Furukawa H (2022) MORI-A: soft vacuum-acctuated module with 3d-printable deformation structure. IEEE Robot Autom Lett 7(2):2495–2502

    Article  Google Scholar 

  4. Abe S, Ogawa J, Watanabe J, Shiblee I, Kawakami M, Furukawa H (2022) Application of 3D Printed Vacuum-actuated module with Multi-Soft Material to Support Handwork Rehabilitation. In: Proceedings of The 16th International Symposium on Distributed Autonomous Robotic Systems

  5. Hiller J, Lipson H (2014) Dynamic simulation of soft multimaterial 3d-printed objects. Soft Robot 1(1):88–101

    Article  Google Scholar 

  6. Nick C, Robert M, Jeff C, Hod L (2014) Unshackling evolution: evolving soft robots with multiple materials and a powerful generative encoding. ACM SIGEVOlution 7(1):11–23

    Article  Google Scholar 

  7. Ogawa J (2014) Evolutionary multi-objective optimization for evolving soft robots in different environments. Int Conf Bio-Inspired Inform Commun 7(1):112–131

    Google Scholar 

  8. Vergara A, Lau Y, Mendoza-Garcia RF, Zagal J C (2017) Soft modular robotic cubes: toward replicating morphogenetic movements of the embryo. PloS One 12(1):e0169179

    Article  Google Scholar 

  9. Lee J, Kim W, Choi W, Cho K (2016) Soft robotic blocks, Introducing SoBL, a fast-build modularized design block. IEEE Robot Autom Mag 23(3):30–41

    Article  Google Scholar 

  10. Zou J, Lin Y, Ji C, Yang H (2018) A reconfigurable omnidirectional soft robot based on caterpillar locomotion. Soft Roboti 5(2):164–174

    Article  Google Scholar 

  11. Sui X, Cai H, Bie D, Zhang Y, Zhao J, Zhu Y (2016) Automatic generation of locomotion patterns for soft modular reconfigurable robots, wormbot, an example. Soft Robot 3(4):198–204

    Google Scholar 

  12. Nemitz MP, Mihaylov P, Barraclough TW, Ross D, Stokes AA (1994) Soft robotic blocks: using voice coils to actuate modular soft robots. J Jpn Soc Shokuiku 41(3):1424–1426

    Google Scholar 

  13. Zhang Y, Liu Y, Sui X, Zheng T, Bie D, Wang Y, Zhao J, Zhu Y (1994) A mechatronics-embedded pneumatic soft modular robot powered via single air tube. J Jpn Soc Shokuiku 41(3):218–223

    Google Scholar 

  14. Kriegman S, Walker S, Shah D, Levin M, Kramer-Bottiglio R, Bongard J (2019) Automated shapeshifting for function recovery in damaged robots. In: proceedings of Robotics: Science and Systems (RSS)

  15. Kriegman S, Nasab AM, Shah D, Steele H, Branin G, Levin M, Bongard J, Kramer-Bottiglio R (2020) Scalable sim-to-real transfer of soft robot designs. In: Proceedings of The IEEE Conference on Soft Robotics (RoboSoft)

  16. Toma T (2019) Material technologies supporting 4DP. J Imaging So Jpn 58(4):406–414

    Google Scholar 

Download references

Acknowledgements

This work was supported in part by JSPS KAKENHI Grant Number JP17H01224, JP18H05471, JP19H01122, JST COI Grant Number JPMJCE1314, JST-OPERA Program Grant Number JPMJOP1844, JST-OPERA Program Grant Number JPMJOP1614, Moonshot Agriculture, Forestry and Fisheries Research and Development Program (MS508, Grant Number JPJ009237) and the Cabinet Office (CAO), Cross-ministerial Strategic Innovation Promotion Program (SIP), An intelligent knowledge processing infrastructure, integrating physical and virtual domains, and Intensive Support for Young Promising Researchers, Development of Animaloid Technology with Innovative Sensory Communication Capabilities Elicited by Comprehensive Integration of Advanced Soft Matter Material Technologies (funding agency: NEDO).

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Correspondence to Shoma Abe.

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This work was presented in part at the joint symposium of the 28th International Symposium on Artificial Life and Robotics, the 8th International Symposium on BioComplexity, and the 6th International Symposium on Swarm Behavior and Bio-Inspired Robotics (Beppu, Oita and Online, January 25–27, 2023).

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Abe, S., Ogawa, J., Watanabe, Y. et al. MORI-A CPS: 3D printed soft actuators with 4D assembly simulation. Artif Life Robotics 28, 609–617 (2023). https://doi.org/10.1007/s10015-023-00878-8

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  • DOI: https://doi.org/10.1007/s10015-023-00878-8

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