A Hierarchical Design Framework for the Design of Soft Robots
Open Access
- 21 March 2023
- journal article
- research article
- Published by MDPI AG in Mathematical and Computational Applications
- Vol. 28 (2), 47
- https://doi.org/10.3390/mca28020047
Abstract
This paper demonstrates the effectiveness of a hierarchical design framework in developing environment-specific behaviour for fluid-actuated soft robots. Our proposed framework employs multi-step optimisation and reduced-order modelling to reduce the computational expense associated with simulating non-linear materials used in the design process. Specifically, our framework requires the designer to make high-level decisions to simplify the optimisations, targeting simple objectives in earlier steps and more complex objectives in later steps. We present a case study, where our proposed framework is compared to a conventional direct design approach for a simple 2D design. A soft pneumatic bending actuator was designed that is able to perform asymmetrical motion when actuated cyclically. Our results show that the hierarchical framework can find almost 2.5 times better solutions in less than 3% of the time when compared to a direct design approach.Keywords
Funding Information
- National Research Foundation of South Africa (129381)
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