Study of Humanoid Robot’s E-Skin with Piezoresistive Nanocomposite Based Tactile Sensors Modelling

International Journal of Electrical and Electronics Engineering
© 2024 by SSRG - IJEEE Journal
Volume 11 Issue 4
Year of Publication : 2024
Authors : Riyaz Ali Shaik, Elizabeth Rufus
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How to Cite?

Riyaz Ali Shaik, Elizabeth Rufus, "Study of Humanoid Robot’s E-Skin with Piezoresistive Nanocomposite Based Tactile Sensors Modelling," SSRG International Journal of Electrical and Electronics Engineering, vol. 11,  no. 4, pp. 8-13, 2024. Crossref, https://doi.org/10.14445/23488379/IJEEE-V11I4P102

Abstract:

Piezoresistive nanocomposites are often used as the active layer in the tactile sensors of Electronic Skin (E-skin) for humanoid robots, mostly for static measurements. This study describes the modelling and simulation of three distinct piezoresistive polymer composite materials: Conductive PDMS (CPDMS, a combination of carbon black and PDMS), Polydimethylsiloxane with Multi-Wall Carbon Nano Tubes (PDMS + MWCNT), and MWCNT + Styrene-Butadiene-Styrene (MWCNT + SBS). A generic template of a pressure sensor is modelled on a polyimide substrate and the aforementioned composite materials with optimum weight (wt.) ratios of the CNT as the sensory layer. The mechanical and electrical characteristics of these flexible pressure sensors are simulated, considering real-time environmental conditions. In our study, modelling of the PDMS+MWCNT active layer resulted in a linear response over a wide range of upto 12N of applied tension, while MWCNT + SBS (4% wt.), with a Young’s Modulus(E) of 60.4MPa resulted the most conformable sensor, with a maximum displacement of 8.601 x 1013 for 100Pa load. Additional physical aspects that are simulated include the influence of substrate thickness on sensor sensitivity, as well as the validation of the sensor response by putting the active material on both the surface and subsurface layers of an Ecoflex substrate. The resistance changes of the MWCNT + PDMS nanocomposite were simulated and compared to a real-time sensor with a similar physical design, demonstrating consistency between the two. The simulated research of the physical and electrical characteristics yielded a comprehensive comprehension of the sensor’s behavior prior to the fabrication of an actual sensor in real time.

Keywords:

Flexible tactile sensor, Humanoid robot’s E-skin, Piezoresistive polymer nanocomposites, Screen-printing, Pressure sensor modelling.

References:

[1] Stefan C.B. Mannsfeld et al., “Highly Sensitive Flexible Pressure Sensors with Microstructured Rubber Dielectric Layers,” Nature Materials, vol. 9, pp. 859-864, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[2] K. Yamada et al., “A Sensor Skin Using Wire-Free Tactile Sensing Elements Based on Optical Connection,” Proceedings of the 41st SICE Annual Conference, Osaka, Japan, vol. 1, pp. 131-134, 2002.
[CrossRef] [Google Scholar] [Publisher Link]
[3] Haoxuan He et al., “A Flexible Self-Powered T-ZnO/PVDF/Fabric Electronic-Skin with Multi-Functions of Tactile-Perception, Atmosphere-Detection and Self-Clean,” Nano Energy, vol. 31, pp. 37-48, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[4] Stefano Stassi et al., “Flexible Tactile Sensing Based on Piezoresistive Composites: A Review,” Sensors, vol. 14, no. 3, pp. 5296-5332, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[5] Moinuddin Ahmed et al., “MEMS Force Sensor in a Flexible Substrate Using Nichrome Piezoresistors,” IEEE Sensors Journal, vol. 13, no. 10, pp. 4081-4089, 2013.
[CrossRef] [Google Scholar] [Publisher Link]
[6] Lin Li et al., “Flexible Pressure Sensors for Biomedical Applications: From Ex Vivo to In Vivo,” Advanced Materials Interfaces, vol. 7, no. 17, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[7] Harish Devaraj et al., “The Development of Highly Flexible Stretch Sensors for a Robotic Hand,” Robotics, vol. 7, no. 3, pp. 1-13, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[8] Luxian Wang et al., “PDMS/MWCNT-Based Tactile Sensor Array with Coplanar Electrodes for Crosstalk Suppression,” Microsystems & Nanoengineering, vol. 2, pp. 1-8, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Miao Lu, Amine Bermak, and Yi-Kuen Lee, “Fabrication Technology of Piezoresistive Conductive PDMS for Micro Fingerprint Sensors,” 2007 IEEE 20th International Conference on Micro Electro Mechanical Systems (MEMS), Hyogo, Japan, pp. 251-254, 2007.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Min-Young Cho et al., “A Styrene-Butadiene Rubber (SBR)/Carbon Nanotube-Based Smart Force Sensor for Automotive Tire Deformation Monitoring,” Proceedings of Nanosensors, Biosensors, and Info-Tech Sensors and Systems, vol. 9802, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[11] P. Costa et al., “Effect of Carbon Nanotube Type and Functionalization on the Electrical, Thermal, Mechanical and Electromechanical Properties of Carbon Nanotube/Styrene-Butadiene-Styrene Composites for Large Strain Sensor Applications,” Composites Part B: Engineering, vol. 61, pp. 136-146, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Saleem Khan et al., “Conformable Tactile Sensing Using Screen Printed P (VDF-TrFE) and MWCNT-PDMS Composites,” IEEE-Sensors, Valencia, Spain, pp. 862-865, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[13] Bokeon Kwak, and Joonbum Bae, “Integrated Design and Fabrication of a Conductive PDMS Sensor and Polypyrrole Actuator Composite,” IEEE Robotics and Automation Letters, vol. 5, no. 3, pp. 3753-3760, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[14] S. Anand Selvin et al., “Design and Simulation of Carbon Nanotube based Piezoresistive Pressure Sensor,” Proceedings of the 2011 COMSOL Conference, Bangalore, pp. 1-5, 2011.
[Google Scholar]
[15] Intelligent Materials Private Limited, Nanoshel MWCNT Specification Certificate, 2023. [Online]. Available: https://www.nanoshel.in/awards-and-memberships.html
[16] M. Tintelott et al., “Sensitivity of Flexible Pressure Sensors Mounted on Curved Surfaces,” Sensors and Measuring Systems; 19th ITG/GMA-Symposium, Nuremberg, Germany, pp. 1-4, 2018.
[Google Scholar] [Publisher Link]
[17] Smooth-On, ECOFLEX_00-30 Datasheet. [Online]. Available: https://www.smooth-on.com/products/ecoflex-00-30/
[18] Morteza Amjadi, Yong Jin Yoon, and Inkyu Park, “Ultra-Stretchable and Skin-Mountable Strain Sensors Using Carbon Nanotubes-Ecoflex Nanocomposites,” Nanotechnology, vol. 26, no. 37, 2015.
[CrossRef] [Google Scholar] [Publisher Link]