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Materials Science in Additive Manufacturing                              Materials for 3D-printed electrodes



            3. Carbon-based materials                          electrodes with excellent stability and reusability, which
                                                               has comparable sensitivity to commercial wet Ag/AgCl
            In addition to their ductility and stable cycling performance,   electrodes . In another study, Qian et al. demonstrated
                                                                       [84]
            carbon-based materials are more widely available and less   that reduced graphene oxide (rGO) and elastomeric resins
            expensive than metal materials, making them attractive   formed a composite material that could be prepared as a
            topic  of research  in the  domain  of flexible  electronic   flexible strain sensor using DLP 3D printing (Figure 4B).
            devices in recent years [71,72] . Some examples, such as carbon   This sensor has high mechanical stability of more than
            nanotubes (CNTs), graphene, and other polymer-derived   10,000 stretching–relaxing cycles and a sensitivity of 6.723
            carbon materials, are widely used as functional materials   over a linear strain detection range from 0.01% to 40% .
                                                                                                           [85]
            for flexible medical electrodes.
                                                               In addition, there are studies on  graphene materials to
              CNTs are one-dimensional quantum materials       prepare biological scaffolds with conductive properties.
            with a special structure consisting of several layers of   For instance, Fang et al. mixed rGO with polycaprolactone
            hexagonally arranged carbon atoms in a coaxial circular   (PCL) and printed it into an orderly arranged microfiber
            tube . The unique structure of CNTs gives them strong   layer by melt electro-writing technology (Figure  4C) .
               [73]
                                                                                                           [86]
            physical properties with single-walled CNTs reaching   Incorporating rGO enhances the mechanical properties
            tensile strengths of about 800 GPa and elastic moduli of   of the PCL scaffolds while conferring better electrical
            up to 1 TPa [74,75] . Thus, CNTs not only have a hardness   conductivity on the scaffolds, which is essential for the
            close to that of diamond but also have good flexibility,   functional recovery of peripheral nerves. The experimental
            making them a preferred material for preparing flexible   results showed that the nerve guidance conduits with
            medical  electrodes.  There  are  two  main  strategies  for   conductive carbon-based materials could promote nerve
            prepare CNTs-based conductive elastomers. The first   regeneration, myelin sheath formation, and functional
            strategy is to use CNTs as fillers uniformly dispersed in   regeneration of nerve tissues .
                                                                                      [86]
            the polymer matrix. For example, Sun et al. composited   MXene is a novel 2D carbon nanofiber material, mainly
            CNTs with polydimethylsiloxane (PDMS) to prepare   composed of carbon (C), nitrogen (N), titanium (Ti),
            flexible piezoresistive tactile sensors . However, this   niobium  (Nb), and tantalum (Ta) . MXene was first
                                           [76]
                                                                                            [87]
            approach tends to affect the mechanical properties of the   used as a contact layer for electrochemical biosensors
            polymers and limits the sensitivity of the sensor devices .   in  2014 .  The unique layered structure  gives  MXene  a
                                                        [77]
                                                                     [88]
            The second strategy is to coat the CNTs on the surface of   conductivity similar to that of metals, which exhibit good
            the polymer matrix. Kim et al. deposited CNT film onto   sensitivity in sensors [88-90] . In addition, MXene has other
            polystyrene (PS) substrates and transferred CNT film   excellent properties, including controllability in elemental
                                                        [78]
            to PDMS to form flexible thin-film pressure sensors ,   composition and structure, as well as favorable optical and
            which are highly sensitive. Nevertheless, the CNTs may be   mechanical properties (Young’s modulus ~0.4TPa, fracture
            detached from the surface of the polymer matrix during   strength ~26 GPa) [91-93] . These properties give MXene
            the deformation of the sensor, which is unfavorable for the   materials a significant advantage in sensing elements for
            long-term monitoring of physiological electrical signals   flexible  sensors.  Cui  et al.  prepared  a  wearable  MXene-
            in vitro . To overcome these problems, Yu et al. adopted   polyurethane  mesh  (MPM)  electronic skin (e-skin)  by
                  [79]
            a strategy to embed CNTs into the surface of FDM-printed   embedding or  wrapping  MXene  nanosheets  into  porous
            thermoplastic elastomer (TPE), as shown in Figure 4A .   polyurethane (PU) nanogrid scaffolds generated by
                                                        [80]
            The CNTs are encapsulated by the melted TPE on the   electrospinning (Figure  4D). With ultra-low electrode-
            surface through a high-temperature heating process. This   skin contact impedance (4.68 kΩ at 1  kHz) and high
            flexible electronic sensor has a sensitivity of up to 136.8 kPa    signal-to-noise ratio (16.5 dB), MPM e-skin demonstrated
                                                         -1
            at an applied pressure of <200 Pa while compressing and   good stability and signal acquisition accuracy in long-
            recognizes human facial activity at a thickness of only   term electrocardiographic testing. The fiber film produced
            2 mm. Its potential application extends to monitoring and   by electrostatic spinning allows the MPM e-skin to be
            recognizing various human physiological signals.   breathable, minimizing the risk of adverse effects as a
              First discovered in 2004 by Andre Geim and Konstantin   result of blocked sweat evaporation . It has also been
                                                                                             [94]
            Novoselov,  graphene has a high carrier mobility   studied to make composite gels of MXene with conductive
            (∼10 000 cm /V·s) and a high Young’s modulus (∼1 TPa) at   polymers, which can be used for DIW 3D printing.
                      2
            room temperature [81-83] . Some studies have been conducted   The incorporation of MXene nanosheets enables the
            to apply graphene to prepare conductive devices, such as   connection of disconnected structural domains between
            sensors and supercapacitors. Yang et al. integrated patterned   neighboring conductive polymer molecules, facilitating
            graphene on PDMS film to prepare  graphene/PDMS    ion/electron transport in the gel. The composite gel exhibits


            Volume 2 Issue 4 (2023)                         6                       https://doi.org/10.36922/msam.2084
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