Analytical modeling and optimization of a corrugated soft pneumatic finger considering the performance of pinch and power grasps

Abstract For good adaptability and simple actuation, soft pneumatic actuators (SPAs) are increasingly used as fingers to make adaptable grippers. Due to low stiffness, the application of pneumatic grippers is mostly limited to the power grasp, while the precision (pinch) grasp has not been well studied. Although the SPA stiffness can increase with the pressure, low working pressure is required to ensure safe interaction with human. To address the stiffness issues and achieve a comprehensive performance improvement, the SPA finger design should be optimized. Focusing on dominant grasp indices, we propose analytical models to predict the bending pressure, tip force, distributed force, and torsional stiffness of a high-performance corrugated SPA Optimization is established based on the analytical models considering the daily grasps of the human hand. Accuracy of the models are verified with finite element simulations and physical experiments. The optimum fingers satisfy the optimization constraints on bending pressure, force, and twisting (out-of-plane bending). To evaluate the fingers performance in practice, a two-fingered gripper is made. Heavy loads up to 350g and 830g were successfully manipulated by pinch and power grasps respectively with the pressure below 50 kPa, which suggests a wider application for SPA grippers. Proposed modeling and optimization approaches are accurate and efficient, and have a high potential to prompt the applications of corrugated SPAs.

[1]  Raphael Deimel,et al.  Soft robotic hands for compliant grasping , 2017 .

[2]  Filip Ilievski,et al.  Soft robotics for chemists. , 2011, Angewandte Chemie.

[3]  G. Whitesides,et al.  Pneumatic Networks for Soft Robotics that Actuate Rapidly , 2014 .

[4]  Fionnuala Connolly,et al.  Automatic design of fiber-reinforced soft actuators for trajectory matching , 2016, Proceedings of the National Academy of Sciences.

[5]  Xiangyang Zhu,et al.  Analytical Modeling and Design of Generalized Pneu-Net Soft Actuators with Three-Dimensional Deformations. , 2020, Soft robotics.

[6]  G. Alici,et al.  Modeling and Experimental Evaluation of Bending Behavior of Soft Pneumatic Actuators Made of Discrete Actuation Chambers. , 2017, Soft robotics.

[7]  Mario Di Giovanni,et al.  Flat and Corrugated Diaphragm Design Handbook , 1982 .

[8]  O. Yeoh Some Forms of the Strain Energy Function for Rubber , 1993 .

[9]  Liping Wang,et al.  Design and Experiment of a Fast-Soft Pneumatic Actuator with High Output Force , 2018, ICIRA.

[10]  Zeyang Xia,et al.  Optimal Design of Soft Pneumatic Bending Actuators Subjected to Design-Dependent Pressure Loads , 2019, IEEE/ASME Transactions on Mechatronics.

[11]  Mehmet Remzi Dogar,et al.  Haptic identification of objects using a modular soft robotic gripper , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[12]  Robert J. Wood,et al.  Modeling of Soft Fiber-Reinforced Bending Actuators , 2015, IEEE Transactions on Robotics.

[13]  Ming-Hsiu Hsu,et al.  Interpreting three-dimensional structural topology optimization results , 2005 .

[14]  Jamie Paik,et al.  Modeling, Design, and Development of Soft Pneumatic Actuators with Finite Element Method   , 2016 .

[15]  Xiaosheng Cheng,et al.  Design of soft multi-material pneumatic actuators based on principal strain field , 2019, Materials & Design.

[16]  Huichan Zhao,et al.  Torsional Stiffness Improvement of a Soft Pneumatic Finger Using Embedded Skeleton , 2020, Journal of Mechanisms and Robotics.

[17]  Annika Raatz,et al.  Design and Characterization of a 3D Printed Soft Pneumatic Actuator , 2020 .

[18]  Jérémie Dequidt,et al.  Framework for online simulation of soft robots with optimization-based inverse model , 2016, 2016 IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots (SIMPAR).

[19]  Daniela Rus,et al.  Design, kinematics, and control of a soft spatial fluidic elastomer manipulator , 2016, Int. J. Robotics Res..

[20]  George M. Whitesides,et al.  Towards a soft pneumatic glove for hand rehabilitation , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[21]  Annika Raatz,et al.  Design optimization of soft pneumatic actuators using genetic algorithms , 2017, 2017 IEEE International Conference on Robotics and Biomimetics (ROBIO).

[22]  S. K. Ghosh Flat and corrugated diaphragm design handbook: by Mario di Giovanni, Marcel Dekker, New York, 1982. ISBN 0-8247-1281-1, xiv + 404 pages, illustrated, hard cover Sfr.154.00 , 1983 .

[23]  D. Floreano,et al.  Soft Robotic Grippers , 2018, Advanced materials.

[24]  Aaron M. Dollar,et al.  Analysis of Human Grasping Behavior: Object Characteristics and Grasp Type , 2014, IEEE Transactions on Haptics.

[25]  Li Wen,et al.  Modeling and experiments of a soft robotic gripper in amphibious environments , 2017 .

[26]  Wenlong Zhang,et al.  Design and Computational Modeling of Fabric Soft Pneumatic Actuators for Wearable Assistive Devices , 2020, Scientific Reports.

[27]  Oliver Brock,et al.  A novel type of compliant and underactuated robotic hand for dexterous grasping , 2016, Int. J. Robotics Res..

[28]  Yang Yang,et al.  Passive Particle Jamming and Its Stiffening of Soft Robotic Grippers , 2017, IEEE Transactions on Robotics.

[29]  Michael Yu Wang,et al.  Design and Development of a Topology-Optimized Three-Dimensional Printed Soft Gripper. , 2018, Soft robotics.

[30]  Robert J. Wood,et al.  Soft robotic glove for combined assistance and at-home rehabilitation , 2015, Robotics Auton. Syst..

[31]  Weihua Li,et al.  A Structural Optimisation Method for a Soft Pneumatic Actuator , 2018, Robotics.