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MAT-DiSMech: A Discrete Differential Geometry-Based Computational Tool for Simulation of Rods, Shells, and Soft
Radha Lahoti1, Mohammad Khalid Jawed1
1Department of Mechanical and Aerospace Engineering, University of California Los Angeles, Los Angeles, California, USA.
This study introduces a new soft robot simulator using discrete differential geometry. It balances accuracy and efficiency for modeling complex deformations, enhancing the Sim2Real pathway in robotics.
Area of Science:
- Robotics
- Computational Mechanics
- Soft Systems Engineering
Background:
- Accurate simulation is crucial for robotics, especially in soft robotics with complex deformations.
- Existing simulators often trade physical accuracy for computational efficiency or vice versa.
- High-fidelity methods like finite element analysis are computationally expensive for soft structures.
Purpose of the Study:
- To present a novel discrete differential geometry-based simulator for soft robots.
- To achieve a balance between physical accuracy and computational efficiency in soft robot simulation.
- To provide an open-source, customizable framework for simulating soft robot dynamics.
Main Methods:
- Utilized discrete differential geometry for modeling soft robot structures (rods, shells).
- Employed implicit integration techniques for simulating deformations.
- Implemented various physical forces: gravity, contact, damping, drag (hydrodynamic, aerodynamic).
Main Results:
- Developed an open-source MATLAB-based simulator balancing accuracy and computational cost.
- Demonstrated accurate simulation of soft robot deformations, including combinations of rods and shells.
- Validated the simulator's physical accuracy through illustrative examples.
Conclusions:
- The proposed simulator offers a computationally tractable method for accurately modeling soft robots.
- The modular design allows for user customization and extension.
- The tool serves as a digital twin, improving the Sim2Real transfer in soft robotics research.
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