Novel Contact Modeling for High Aspect Ratio Soft Robots

被引:2
|
作者
McDonald, Gillian J. [1 ]
Hamlen, Benjamin [2 ]
Detournay, Emmanuel [3 ]
Kowalewski, Timothy M. [1 ]
机构
[1] Univ Minnesota, Dept Mech Engn, Minneapolis, MN 55455 USA
[2] Univ Minnesota, Minnesota Robot Inst, Minneapolis, MN 55455 USA
[3] Univ Minnesota, Dept Civil Environm & Geoengn, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
Contact modeling; Hencky bar chain; hydraulic/pneumatic actuators; soft robot applications; FRICTION LIMIT SURFACES; FINITE-ELEMENT SOLUTION; FINGERS; FORMULATION; VIBRATION; STIFFNESS; MECHANICS; DESIGN;
D O I
10.1109/TRO.2023.3239134
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Contact modeling between a soft robot and its environment is challenging due to soft robots' compliance and the difficulty of embedding sensors. Current modeling methods are computationally expensive and require highly accurate material characterization to produce useful results. In this article, we present a contact model that utilizes linear complementarity and Hencky bar-chain methods, and requires only static images to efficiently predict the interaction between actuator and environment. These methods have yet to be introduced to the soft robotics community for modeling robots that deform due to eigenstrains or strains not caused by external forces. We validated our model using a custom experimental setup and computer vision algorithm on 3-mm OD, 90-mm long, tube-like actuators. Our results indicated a 1.06% difference in shape between model and experiment, with computation times in 10 s of ms-three to four orders of magnitude faster than nonlinear gradient descent. Additionally, the error in interaction forces between the model and experiment decreased as pressure increased, with an average error magnitude of 45% and 21% for pressures at the low and high ends of the tested range, respectively.
引用
收藏
页码:2400 / 2418
页数:19
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