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Design of the monolithic planar isotropic auxetic piezo-resistive sensor glove to detect human hand motion

  • Polymers & biopolymers
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Abstract

Using auxetic structures in the piezo-resistive sensors area improves the sensitivity due to having a negative Poisson's ratio, and the implementation of these novel structures in real applications is a challenge. In this work, the planar isotropic auxetic (PIA) structure with constant Poisson's ratio was used to construct a wearable monolithic sensor glove for identifying the movements of human hand fingers. To manufacture the monolithic glove, a mold consisting of three parts, including the upper part, the bottom part, and the core, was designed and manufactured. The glove was molded as a monolithic piece using silicone RTV2. On the fingers of the upper mold, the PIA structures were designed to correspond to the upper side of the glove and coated with graphite powder to behave as an isotropic piezo-resistive linear sensor. The finger movement detection test was performed, and the sensing performance of the sensor glove was evaluated. The available commercial ABAQUS2021 software was used to simulate the deformation behavior of the glove fingers to investigate the effects of PIA structure on sensing performance in the boundary condition of finger movement. Two types of comparisons, including the comparison of conventional sensors with auxetic sensors and the comparison of mixed auxetic sensors with coated auxetic sensors for use in the field of sensor gloves, were investigated in detail.

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References

  1. Meng Q et al (2019) A facile approach to fabricate highly sensitive, flexible strain sensor based on elastomeric/graphene platelet composite film. J Mater Sci 54(15):10856–10870

    Article  CAS  Google Scholar 

  2. Zhao K, Niu W et al (2020) Highly stretchable, breathable and negative resistance variation textile strain sensor with excellent mechanical stability for wearable electronics. J Mater Sci 55(6):2439–2453

    Article  CAS  Google Scholar 

  3. Sun S et al (2019) A wearable strain sensor based on the ZnO/graphene nanoplatelets nanocomposite with large linear working range. J Mater Sci 54(9):7048–7061

    Article  CAS  Google Scholar 

  4. Wang J et al (2018) Responsive graphene oxide hydrogel microcarriers for controllable cell capture and release. Sci China Mater 61(10):1314–1324

    Article  CAS  Google Scholar 

  5. Fan F et al (2018) Rotating magnetic field-controlled fabrication of magnetic hydrogel with spatially disk-like microstructures. Sci China Mater 61(8):1112–1122

    Article  CAS  Google Scholar 

  6. Zhong W et al (2016) A nanofiber based artificial electronic skin with high pressure sensitivity and 3D conformability. Nanoscale 8(24):12105–12112

    Article  CAS  Google Scholar 

  7. Kang I et al (2006) A carbon nanotube strain sensor for structural health monitoring. Smart Mater Struct 15(3):737–748

    Article  CAS  Google Scholar 

  8. Gong S et al (2014) A wearable and highly sensitive pressure sensor with ultrathin gold nanowires. Nat Commun 5(1):3132

    Article  Google Scholar 

  9. Wang J-L et al (2018) Nanowire assemblies for flexible electronic devices: recent advances and perspectives. Adv Mater 30(48):1803430

    Article  Google Scholar 

  10. Wu S et al (2017) Novel electrically conductive porous PDMS/carbon nanofiber composites for deformable strain sensors and conductors. ACS Appl Mater Interfaces 9(16):14207–14215

    Article  CAS  Google Scholar 

  11. Jiang J et al (2016) Fabrication of transparent multilayer circuits by inkjet printing. Adv Mater 28(7):1420–1426

    Article  CAS  Google Scholar 

  12. Wang X et al (2018) Highly stretchable and wearable strain sensor based on printable carbon nanotube layers/polydimethylsiloxane composites with adjustable sensitivity. ACS Appl Mater Interfaces 10(8):7371–7380

    Article  CAS  Google Scholar 

  13. Yin B et al (2017) Highly stretchable, ultrasensitive, and wearable strain sensors based on facilely prepared reduced graphene oxide woven fabrics in an ethanol flame. ACS Appl Mater Interfaces 9(37):32054–32064

    Article  CAS  Google Scholar 

  14. Jian M et al (2017) Flexible and highly sensitive pressure sensors based on bionic hierarchical structures. Adv Func Mater 27(9):1606066

    Article  Google Scholar 

  15. Li Y-Q et al (2017) Flexible wire-shaped strain sensor from cotton thread for human health and motion detection. Sci Rep 7(1):45013

    Article  CAS  Google Scholar 

  16. Yang C, Suo Z (2018) Hydrogel ionotronics. Nat Rev Mater 3(6):125–142

    Article  CAS  Google Scholar 

  17. Pan C et al (2017) Tough, stretchable, compressive novel polymer/graphene oxide nanocomposite hydrogels with excellent self-healing performance. ACS Appl Mater Interfaces 9(43):38052–38061

    Article  CAS  Google Scholar 

  18. Taherkhani B et al (2020) Highly sensitive, piezoresistive, silicone/carbon fiber-based auxetic sensor for low strain values. Sens Actuators, A 305:111939

    Article  CAS  Google Scholar 

  19. Bai J et al (2021) Facile preparation and high performance of wearable strain sensors based on ionically cross-linked composite hydrogels. Sci China Mater 64(4):942–952

    Article  CAS  Google Scholar 

  20. Kim SY et al (2015) Highly sensitive and multimodal all-carbon skin sensors capable of simultaneously detecting tactile and biological stimuli. Adv Mater 27(28):4178–4185

    Article  CAS  Google Scholar 

  21. Someya T et al (2004) A large-area, flexible pressure sensor matrix with organic field-effect transistors for artificial skin applications. Proc Natl Acad Sci 101(27):9966–9970

    Article  CAS  Google Scholar 

  22. Someya T et al (2005) Conformable, flexible, large-area networks of pressure and thermal sensors with organic transistor active matrixes. Proc Natl Acad Sci 102(35):12321–12325

    Article  CAS  Google Scholar 

  23. Lim S et al (2015) Transparent and stretchable interactive human machine interface based on patterned graphene heterostructures. Adv Func Mater 25(3):375–383

    Article  CAS  Google Scholar 

  24. Taherkhani B (2023) Manufacturing of highly sensitive piezoresistive two-substances auxetic strain sensor using composite approach. Fibers Polym 24(5):1789–1797

    Article  CAS  Google Scholar 

  25. Taherkhani B, Chegini MM et al (2022) Highly sensitive, piezoresistive, silicon/graphite powder-based, auxetic sensor with linear sensing performance. Sens Actuators A: Phys 345:113776

    Article  CAS  Google Scholar 

  26. Taherkhani B, Kadkhodapour J et al (2022) Highly sensitive, stretchable, piezoresistive auxetic sensor based on graphite powders sandwiched between silicon rubber layers. Polym Bull 80(4):3745–3760

    Article  Google Scholar 

  27. Taherkhani B, Rahmani S et al (2023) Isotropic auxetic structure with fixed Poisson’s ratio for piezo-resistive strain sensor to detect human body motion. Proc Inst Mech Eng Pt L: J Mater: Des Appl 0(0):14644207231174325

    Google Scholar 

  28. Kim HW et al (2018) Hygroscopic auxetic On-skin sensors for easy-to-handle repeated daily use. ACS Appl Mater Interfaces 10(46):40141–40148

    Article  CAS  Google Scholar 

  29. Ahmed MF, Li Y et al (2019) Stretchable and compressible piezoresistive sensors from auxetic foam and silver nanowire. Mater Chem Phys 229:167–173

    Article  CAS  Google Scholar 

  30. Jiang Y et al (2018) Auxetic mechanical metamaterials to enhance sensitivity of stretchable strain sensors. Adv Mater 30(12):1706589

    Article  Google Scholar 

  31. Wu C et al (2022) Tailoring auxetic mechanical metamaterials to achieve patterned wire strain sensors with controllable high sensitivity. Chem Eng J 442:136317

    Article  CAS  Google Scholar 

  32. Yan W et al (2023) 3D printing of stretchable strain sensor based on continuous fiber reinforced auxetic structure. Chin J Mech Eng: Addit Manuf Front 2(2):100073

    Google Scholar 

  33. Shan S et al (2015) Design of planar isotropic negative Poisson’s ratio structures. Extreme Mech Lett 4:96–102

    Article  Google Scholar 

  34. Li Y et al (2016) Poisson ratio and piezoresistive sensing: a new route to high-performance 3D flexible and stretchable sensors of multimodal sensing capability. Adv Func Mater 26(17):2900–2908

    Article  CAS  Google Scholar 

  35. Rezaei S et al (2021) Design and modeling of the 2D auxetic metamaterials with hyperelastic properties using topology optimization approach. Photonics Nanostruct Fundam Appl 43:100868

    Article  Google Scholar 

  36. Taherkhani B et al (2021) Large deformation of TPU re-entrant auxetic structures designed by TO approach. J Elastomers Plast 53(4):347–369

    Article  CAS  Google Scholar 

  37. Taherkhani B, Pourkamali Anaraki A et al (2021) Design of structures using level set topology optimization and strain energy methods. J Ultrafine Grained Nanostr Mater 54(2):163–172

    Google Scholar 

  38. Taherkhani B, Pourkamali anaraki A et al (2021) Fabrication and testing of re-entrant auxetic samples and sensor: numerically and experimentally. Amirkabir J Mech Eng 53:14–14

    Google Scholar 

  39. Vogiatzis P et al (2017) Topology optimization of multi-material negative Poisson’s ratio metamaterials using a reconciled level set method. Comput Aided Des 83:15–32

    Article  Google Scholar 

  40. Xia L, Breitkopf P (2015) Design of materials using topology optimization and energy-based homogenization approach in Matlab. Struct Multidiscip Optim 52(6):1229–1241

    Article  Google Scholar 

  41. Jung S et al (2014) Reverse-micelle-induced porous pressure-sensitive rubber for wearable human-machine interfaces. Adv Mater 26(28):4825–4830

    Article  CAS  Google Scholar 

  42. Yao H-B et al (2013) A flexible and highly pressure-sensitive graphene-polyurethane sponge based on fractured microstructure design. Adv Mater 25(46):6692–6698

    Article  CAS  Google Scholar 

  43. Taherkhani B et al (2023) Novel linear, piezoresistive, auxetic sensors coated by aaa battery active carbons with supreme sensitivity for human body movement detection. Adv Eng Mater 25(17):2300524

    Article  CAS  Google Scholar 

  44. Taherkhani B et al (2023) Novel linear piezo-resistive auxetic meta-sensors with low Young’s modulus by a core-shell conceptual design and electromechanical modelling. Macromol Mater Eng. https://doi.org/10.1002/mame.202300219

    Article  Google Scholar 

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Acknowledgements

This work was supported by the Horizon Europe European Research Council (ERC) project “Textile-Based Wearable Soft Robotics with Integrated Sensing, Actuating, and Self-Powering Properties – TEXWEAROTS” (Project No: 101042402).

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Authors

Contributions

BT involved in conceptualization; RN and BT involved in experimental design; MMC and RN carried out measurements; OA and ATA involved in manuscript composition.

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Correspondence to Bahman Taherkhani or Ozgur Atalay.

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Taherkhani, B., Nasri, R., Tuncay Atalay, A. et al. Design of the monolithic planar isotropic auxetic piezo-resistive sensor glove to detect human hand motion. J Mater Sci 59, 686–697 (2024). https://doi.org/10.1007/s10853-023-09212-w

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  • DOI: https://doi.org/10.1007/s10853-023-09212-w

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