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Design optimization of an underactuated tendon-driven anthropomorphic hand based on grasp quality measures

Published online by Cambridge University Press:  21 June 2022

Hirakjyoti Basumatary  and
Shyamanta M. Hazarika Open the ORCID record for Shyamanta M. Hazarika [Opens in a new window]
Hirakjyoti Basumatary*
Affiliation:
Indian Institute of Technology, Guwahati, Biomimetic Robotics and Artificial Intelligence Laboratory (BRAIL), Mechanical Engineering Department, Guwahati, India, 781039
Shyamanta M. Hazarika
Affiliation:
Indian Institute of Technology, Guwahati, Biomimetic Robotics and Artificial Intelligence Laboratory (BRAIL), Mechanical Engineering Department, Guwahati, India, 781039
*
*Corresponding author. E-mail: [email protected]
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Abstract

For an underactuated anthropomorphic hand, apart from replicating the geometry, biomimicry of human counterpart requires design based on functional biomimesis. Optimization based on grasping capabilities to generate a stable grasp for underactuated anthropomorphic hands has been a recent focus. In this article, we optimize the actuation parameters of the underactuated mechanism based on grasp quality measures. Optimization of the hand design parameters like pulley radii, spring stiffnesses, and pre-load angles was undertaken based upon the grasp robustness metric. A quasi-static model based on a soft synergistic compliant grasp of the underactuated hand is formalized. Numerical simulations based on evolutionary strategies are applied to the grasp model to optimize the underactuated parameters. Finally, validation of the results based on the grasp wrench space is presented. The results show that an anthropomorphic hand with an optimized underactuated mechanism performs better grasps.

Keywords

Anthropomorphic underactuated handoptimizationPotential grasp robustnessGrasp quality measureGrasp wrench space
Type
Research Article
Information
Robotica , Volume 40 , Issue 11 , November 2022 , pp. 4056 - 4075
Copyright
© The Author(s), 2022. Published by Cambridge University Press

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