Printed flexible electronics have demonstrated great potential for further growth with the applications in health diagnostics1,2, energy storage3, food security4, touch screens5, electronic paper6, sensors7,8, radio frequency tags9 and electronic textiles10. Among them, wearable electronic textiles (e-textiles) that contain electronics and interconnections woven/knitted or printed/coated onto or into textiles11, are of great interest, as they provide better comfortability, durability and lighter weight as well as maintaining the desirable electrical property. Inkjet printing is one of the most promising techniques for the fabrication of flexible and wearable electronics, due to a number of advantages over conventional manufacturing techniques such as digital and additive patterning, reduction in material waste, deposition of a controlled quantity of materials and compatibility with various substrates12,13. Currently silver nanoparticles (NPs) based inkjet inks are the most reported and utilised conductive inks due to their excellent electrical conductivity and strong antioxidant characteristics14,15,16. However, a higher concentration of NPs and higher sintering temperatures are required in order to obtain a continuous metallic phase, with numerous percolation paths between the metal particles within the printed pattern17,18. Moreover, the higher price of silver increases the processing cost15. In addition, some of the printed substrates are also sensitive to higher temperature, which limited the choice of the substrates to be printed14.

Graphene, a single atom thick two-dimensional closely packed honeycomb lattice of sp2 carbon allotropes, has been the focus of extensive investigations in recent years due to its unique physical and chemical properties19,20. Inkjet printing of graphene-based inks is an encouraging research approach in the field of printed electronics as both the benefits of inkjet printing12 and the extra-ordinary electronic21, optical and mechanical properties22,23 of graphene can be exploited24. Several studies10,25,26,27 have reported inkjet printing of reduced graphene oxide (rGO) as a popular choice to fabricate flexible devices, as it is readily dispersible in water, and higher volume can be produced at lower cost28. Our recent studies have shown promise of using graphene derivatives such as GO or rGO for wearable e-textiles applications3,10,29,30,31. However, the large number of unreduced oxygen-containing functional groups and inter-sheet junctions between the graphene flakes limit the conductivity achieved with rGO32. In order to overcome such limitations associated with rGO inks, pristine graphene inks were developed and used for printing. However, a number of limitations still exist with such inks and their fabrication process developed so far: such as lower graphene concentration and residual solvent in the printed electronics33,34, time consuming process and toxic solvents24, repeated and complicated process12, a higher annealing temperature and a number of inkjet layers needed to achieve the desired conductivity35.

In order to overcome such challenges, here we propose the formulation of highly conductive silver nanoparticles decorated graphene-based composite inkjet ink that can achieve desired electrical conductivity with few layers of printing. Previous studies15,17,36,37,38,39 reported composite formulations containing metal nanoparticles such as Ag and Cu, and carbon-based materials such as graphene and carbon nanotubes (CNT), however limited to lower concentration and not demonstrated for printing onto challenging substrates like textiles for wearable applications. Here we report inkjet printing of highly conductive graphene-silver nanoparticles-based composite ink for wearable e-textiles applications. We optimised the formulation using a cube film applicator first and then formulated a range of composite inkjet inks. Finally the optimised graphene-silver composite ink was printed on surface pre-treated (by inkjet) textiles for highly conductive wearable e-textiles applications.

Results and Discussion

Optimisation of composite formulations

A range of composite formulations were prepared using a silver nanoparticle-based ink (SA-Ag, ~30–35 wt.-%) and a highly concentrated graphene dispersion (BS8, ~8 wt.-%). A simple triple reservoir cube film applicator was used to produce conductive films (~90 µm thick) of composite formulations on a glass substrate. The formulations were then optimised by measuring the sheet resistance of such conductive films. The conductive film with BS8 ink on glass substrate provides higher sheet resistance (~32 kΩ/sq). As expected, with the addition of SA-Ag to the composite ink formulation, the sheet resistance of the conductive film decreases with the increase of wt.-% of highly conductive SA-Ag (as received) nanoparticles (~0.7 Ω/sq), Fig. 1. However, a minimum of 17.5 wt.-% of SA-Ag (as received) is required in the composite formulations in order to form a continuous conductive film (~8 Ω/Sq) on a glass substrate.

Figure 1
figure 1

Sheet resistances of the conductive films drawn on a glass substrate with SA-Ag/BS8 composites using a cube film applicator.

In order to demonstrate the effect of graphene flakes on the conductivity of composite formulations, SA-Ag inks were also diluted with TEGMME and 1 wt.-% PVP in TEGMME. Again the conductive patterns were drawn using a cube film applicator and sintered at 150 °C for 1 hr. The results are compared in Table 1 with that of SA-Ag/BS8 to demonstrate the contribution of graphene to the conductivity of composite ink formulations. Table 1 shows that SA-Ag inks diluted with TEGMME provides higher sheet resistance (~20.45 Ω/Sq) than that of other diluted inks. With the addition of PVP, the sheet resistance of conductive films decreases, as PVP stabilises nanoparticle dispersions with higher metal loadings to provide higher conductivity14. PVP is a linear homopolymer of N-vinylpyrrolidone, and soluble in water and other polar solvents. It forms a coating on graphene flake surfaces to prevent aggregation in aqueous dispersion40. The presence of graphene flakes in the SA-Ag/BS8 composite increases the electrical conductivity, as the conductive film drawn with such ink imparted lowest sheet resistance (~7.73 Ω/sq) out of three formulations presented in Table 1. The density of Ag is almost 10 times higher than that of graphene41,42, therefore in terms of volume the SA-Ag/BS8 composite formulation is mostly dominated by BS8 (~70.57 vol.-%) with less Ag (either vol.-% or wt.-%) content than the other formulations. Graphene flakes provide an effective pathway in both the length and width directions of the conductive film to avoid negative influence of the void15. Moreover, graphene has very high surface area with theoretical value ~2600 m2 g−1, which causes spread out of the transparent graphene in all directions of the film to create a bridge between the aggregates of Ag NPs. Thus good contact between graphene and silver is achieved to provide better conductivity.

Table 1 Sheet resistances of conductive films drawn on glass substrate produced by SA-Ag inks blended with BS8, TEGMME and 1% PVP in TEGMME.

Inkjet printing of composite inks

A Dimatix Materials Printer (DMP) was used for inkjet printing of conductive inks onto a PEL paper first. Therefore, the surface tension of BS8 graphene dispersions was adjusted to ~34.5 mN/m by adding 1 wt.-% non-ionic surfactant (Triton X-100) to make it inkjettable in DMP. However, the higher voltage was required to jet ink droplets through the nozzles and chaotic jets were observed after printing three layers of a 1 cm2 conductive pattern with formulated ink, even after adding a stabiliser (PVP). This may be due to the van der Waals forces between highly concentrated graphene sheets with a higher aspect ratio, which causes them to stick together to form large bundles or ropes, and clogs the nozzles of the inkjet print head14,43. The sheet resistance of the printed patterns is found to be ~49.26, ~40.99 and ~28.13 Ω/sq for 1, 2 and 3 layers, respectively, which are lower than those achieved with inkjet-printed pristine graphene in several previous studies reported in this review44. Moreover, BS8 provides lower sheet resistance on surface pre-treated PEL paper than glass, may be due to the better overlapping and connections between individual flakes. Please note, the thickness of the conductive film on paper cannot be measured accurately due to the roughness of the substrate.

In contrast, the viscosity and surface tension of SA-Ag inks are reported as ~10–18 cps and ~30–40 mN/m, respectively, as per the technical information supplied by Sigma-Aldrich, which are within the DMP printing range. The ink was jetted effectively through all the inkjet nozzles and 16 jets were working well at 25 V. The sheet resistance of the conductive pattern printed with SA-Ag inks are ~0.07, ~0.04, ~0.04, ~0.03 and ~0.03 Ω/Sq for 1 L, 2 L, 3 L, 4 L and 5 L, respectively (Fig. 2a). It is assumed that some of the SA-Ag nanoparticles were diffused into PEL paper in the first layer of printing and then created a conductive film on the surface. In the subsequent layers of inkjet printing, Ag nanoparticles were deposited on that film with less reduction in the sheet resistances, Fig. 2a. Again it was impossible to measure the accurate thickness of the conductive film on paper; however, almost the same amount of SA-Ag inks was printed during each layers of inkjet printing due to the same drop size and drop spacing.

Figure 2
figure 2

(a) The change of sheet resistance of inkjet-printed SA-Ag with number of layers; (b) Effect of SA-Ag/BS8 (vol.-%) ratio and the number of layers on the sheet resistances of the inkjet-printed conductive patterns; (c) Effect of annealing temperature and time on the sheet resistance of inkjet-printed conductive patterns printed with composite Ink C; and (d) TGA diagrams of SA-Ag, BS8 and composite Ink C (SA-Ag/BS8).

We then formulated a range of silver decorated graphene-based composites inks (Table 2) on the basis of the results obtained from composite ink optimisation. Ink A jetted initially at a higher voltage (40 V) with a highly chaotic and irreproducible droplets and the jetting was stopped after a few minutes of printing. This is attributed to the poor solubility of highly concentrated (~8 wt.-%) BS8 dispersion, due to the attractive van der Waals forces between graphene sheets, which causes re-aggregation even after the initial process of exfoliation and dispersions45. In order to improve the stability of the formulated ink, a polymer stabiliser PVP (dissolved as 1 wt.-% in TEGMME) was then added to Ink A in different quantities in order to prepare a range of inks, Table 2. The addition of PVP provided improved the jettability of ink droplets via DMP inkjet printer and uninterrupted printing of a few layers of composite inks. Firstly, TEGMME (~31.4 mN/m) has lower surface tensions, which helps to reduce the surface tension of composite ink formulations and keep it within the range of DMP inkjet printer. Secondly, PVP improves the ink stability by forming a coating on graphene flake surfaces to prevent aggregation in aqueous dispersion40. In addition, PVP is the most commonly used stabiliser for metal NPs-based inks in various solvents, which interact with metal NPs through the oxygen atom of the carbonyl group46. However, the presence of a stabiliser in a higher quantity could have a negative effect on the conductivity, as it acts as an insulating organic layer on NPs surfaces that prevents close electrical contacts between NPs14.

Table 2 The composition of graphene-based composite inks.

Figure 2b shows the effect of bulk wt.-% of SA-Ag NPs and the number of printed layers on the sheet resistance of the inkjet-printed conductive patterns with composite inks on PEL paper. As expected, the sheet resistance of the inkjet-printed patterns decreases with the increase of the bulk wt.-% of SA-Ag in the formulation. The highly conductive metallic SA-Ag NP ink provides numerous percolation paths between the metal particles within the printed patterns. In addition, the contact resistance between the graphene sheets is found to be one of the factors impeding the achievement of higher conductivity17. The coating of Ag NPs onto graphene sheets increases the contact interfaces and reduces the contact resistance between graphene sheets; thus improves the conductivity of the film37. Moreover, graphene also provides effective electrical networks between the silver flakes36, by reducing the negative influence of the voids present in the printed silver film17. The sheet resistance of a single layer (1 L) inkjet-printed conductive pattern with Ink B is found to be ~4.74 Ω/Sq, which is reduced approximately by 3 times to ~1.70 Ω/Sq when the bulk wt.-% and vol.-% of SA-Ag increases to 44.63% and 89.36%, respectively, in the formulation, Ink C (Table 2 and Fig. 2b). In addition, the number of inkjet-printed layers is found to have a significant effect on the sheet resistance, as it decreases with the increase in the number of print layers. The sheet resistances achieved onto PEL papers by printing 1 L and 5 L of Ink B are found to be ~4.74 and ~0.41 Ω/sq, respectively, which indicates an approximately 50% reduction of the sheet resistance for each inkjet-printing layer of composite Ink B. Considering the trade-off between the efficient inkjet printing and electrical performance of the printed patterns on PEL paper, the composite Ink C was used for the subsequent process.

The presence of stabilising agents, organic solvents and other polymeric additive in conductive ink formulation hinders the effectiveness of electrical properties. Therefore, it is desirable to remove them after inkjet printing by sintering (most commonly “heating”) in order to form a continuous electrically conductive film. The temperature required for sintering varies from ink to ink due to the different boiling points of the organic solvents, dissociation temperatures of the salts, the diameter of the NPs and graphene flakes. Figure 2c shows the effect of the annealing temperature and time on the sheet resistance for inkjet printing of 1 L of composite Ink C. The annealing temperature and time are found to have a significant effect on the electrical properties of the printed pattern. As shown in Fig. 2c, the sheet resistance decreases rapidly with the increase of annealing temperature up to 175 °C. This may be attributed to the thermal degradation behaviour of the composite ink, Fig. 2d. The sheet resistance decreases from ~1.37 Ω/Sq to ~0.76 Ω/Sq as the annealing temperature increased from 100 °C to 175 °C, may be due to the thermal decomposition of PVP and the coalescence of the Ag NPs and good inter-connection between the graphene sheets in at higher temperature. This will enable them to form a continuous conductive path and provides good electric charge transports within the inkjet-printed track38. Similarly, the sheet resistance decreases with the increase of the annealing time up to 30 min, may be due to the increased number of aromatic compounds in the graphene network with a longer annealing time; however the concentration remains unchanged after 30 min35.

As illustrated in Fig. 2d, the TGA graph of SA-Ag indicates the volatilisation of solvents, stabiliser and other polymeric additives below 180 °C, leaving approximately 35 wt.-% solid silver, which is similar to the ~30–35 wt.-% solid content reported in Sigma-Aldrich product information. In contrast, the first decomposition stage is observed at a lower temperature, from 20 °C to 70 °C, for BS8 graphene dispersion, where 45 wt.-% of BS8 constituents are removed. The second stage decomposition for the same dispersion occurs between 595 °C to 845 °C, to remove the 7 wt.-% constituent, which might be attributed to the air oxidation of graphene above 400 °C38. The thermal decomposition of composite ink (Ink C) is found to be almost similar to that of SA-Ag ink; however, the second stage decomposition for that ink is observed from 265 °C to 380 °C with a slight decrease in weight (~2.45 wt.-%).

SEM was used in order to analyse the surface topography of the printed pattern on PEL paper. Figure 3(a–d) shows the SEM images of inkjet-printed conductive pattern (1 L and 5 L) with composite Ink C. The images show the deposition of Ag NPs onto micrometre-sized graphene flakes and thicker conductive film with an increased number of printed layers, which resulted in lower sheet resistance. In addition, the higher loading amount of graphene reduces the voids present in Ag film by creating an effective conductive path. Moreover, the coalescence of Ag NPs is observed after sintering at 150 °C for 1 hr, which is increased with the increase of the number of printed layers.

Figure 3
figure 3

SEM images of inkjet-printed composite Ink C onto PEL paper (a) 1 L at 2000X; (b) 1 L at 10000X; (c) 5 L at 2000X and (d) 5 L at 10000X.

All inkjet-printed wearable e-textiles

Inkjet printing of electrically conductive pathway on textiles is of interest, as inkjet offers a number of advantages over conventional manufacturing techniques, such as high resolution printed circuit, deposition of controlled amount of conductive materials at precise locations, reduction of materials waste and usage of natural resources such as waters, gas and electricity12. However, inkjet printing of low viscosity inkjet inks onto a rough and porous textile surface is of great challenge, due to the orientation of fibres or yarns47 and the change of fibre morphology constantly due to the exchange of water molecules with surroundings9. In order to address these challenges, in our previous study10, we reported synthesis of a novel surface pre-treat (NP1) and inkjet printing of 12 layers NP1 onto rough and porous textiles with subsequent printing of rGO on surface pre-treated textiles in order to produce continuous conductive pathway onto textiles. However, rGO surfers from poor electrical conductivity due to the partial restoration of sp2 carbon after reduction of GO.

Like previous study, here we printed 12 layers of NP1 on a rough and porous textile surface. However, we printed highly conductive graphene-silver composite (Ink C) as subsequent conductive layers (6 L). Table 3 shows the sheet resistances of conductive patterns printed on untreated and 12 layer NP1 inkjet-printed hydrophobic textiles using graphene ink and Composite ink C. The sheet resistance of NP1 printed textiles with BS8 ink was found to be ~161.55 Ω/Sq and that for untreated cotton was ~2238.45 Ω/sq; which were significantly reduced to ~2.11 Ω/Sq and ~30.89 Ω/Sq for composite Ink C, Table 3. The inkjet printing of NP1 onto textiles produces a smooth textile surface by reducing the surface roughness; thus provides better interconnections between flakes and NPs.

Table 3 Sheet resistances of inkjet-printed conductive patterns with composite Ink C and graphene inks onto 100% cotton fabrics.

SEM images of inkjet-printed e-textiles with composite Ink C (Fig. 4a–d) provide further evidence of the effect of surface pre-treatment (NP1) on the conductivity of e-textiles. The inkjet printing of hydrophobic NP1 onto cotton fabrics provides interfacial interaction between fibres, Fig. 4(c,d), which helped to produce a continuous film of Ag NPs and imparted very good inter-connections between graphene sheets. Therefore, the sheet resistances of the conductive patterns onto NP1 printed cotton are found to be much lower than that of untreated textiles.

Figure 4
figure 4

SEM images of inkjet-printed composite Ink C (6 L) onto untreated (top: a,b) and NP1 (12 L) printed (below: c,d) 100% cotton fabrics.

We further investigated the flexibility of graphene-silver composite ink printed wearable e-textiles. Figure 5(a,b) shows almost a stable variation in the resistance up to 1000 bending-releasing and 10 folding and releasing cycles. Moreover, no visible change of printed conductive track was observed due to such mechanical actions. This demonstrates excellent flexibility of the graphene-silver composite ink device, which is in agreement with our previous study30. In order to demonstrate the suitability of the printed textiles for wearable strain sensor application, we mounted the printed fabric on a wrist joint and recorded the electrical resistance variation continuously during cyclic upward and downward bending of the wrist. Figure 5(c,d) shows almost repeatable response over a period of time and the capability of the printed textiles to capture mechanical events such as bending/unbending.

Figure 5
figure 5

Electrical resistance variation of graphene-silver composite ink printed wearable e-textiles: (a) under cyclic bending for 1000 times; (b) for 10 folding−releasing cycles; (c) with the upward and downward movements of printed e-textiles mounted on a wrist joint; (d) expanded version of purple box in (c) from 65 s to 79 s.


We report inkjet printing of graphene-based composite inks decorated with silver nanoparticles for wearable e-textiles applications for the first time. The conductivity of graphene-based e-textiles can be increased by layer by layer inkjet deposition of SA-Ag/BS8 composite ink. The graphene-silver composites approach could potentially reduce the production cost of inkjet-printed wearable e-textiles by reducing the silver consumption. This will open up so many potential applications of graphene-based wearable e-textiles where higher electrical conductivity is desired.



Highly concentrated graphene dispersion (BS8, ~8 wt.-%) was supplied by BGT Materials Limited, UK. The graphene dispersion (BS8) was stabilised using a non-ionic polymer-type surfactant. Silver nanoparticle inks (SA-Ag, 30–35 wt.-%), Triethylene glycol monomethyl ether (TEGMME), Polyvinylpyrrolidone (PVP) of 10 K molecular weight and Triton X-100 were purchased from Sigma-Aldrich. Nano 60 PEL paper was purchased from Printed Electronics Limited, UK. 100% Cotton woven fabrics (BD022) were supplied by Royal TenCate, Netherlands. Hydroxyl functionalised cross-linked styrene/divinylbenzene nanoparticles (NP1) were synthesized by following our previously reported method10.

Ink formulation and fabrication

In order to find the optimum percolation threshold for diluted SA-Ag ink, a series of composite inks was formulated by blending BS8, TEGMME and 1% PVP (in TEGMME) with SA-Ag inks. The formulated composite inks were deposited onto PEL paper using a triple reservoir cube film applicator (TQC, Netherland) and cured at 150 °C for 1 hr to form 90 µm thick conductive films.

Composite inkjet inks were formulated with an optimised concentration of SA-Ag inks and various concentrations of BS8 dispersion and 1 wt.-% PVP in TEGMME. The formulated inks were inkjet-printed using a Dimatix DMP-2800 inkjet printer (Fujifilm Dimatix Inc., Santa Clara, USA) which can create and define patterns over an area of 200 × 300 mm and handle substrates up to 25 mm thick, being adjustable in the Z direction. This printer is equipped with a disposable piezo inkjet cartridge and the nozzle plate consists of a single row of 16 nozzles of ~21.5 µm diameter spaced 254 µm with typical drop diameter ~27 µm and 10 pl drop size. Print head height was adjusted to 0.75 mm and the formulated inks were jetted at 37 °C temperature, using frequent cleaning cycles during the printing. A few layers (1–5 L) of composite inks were printed to produce a conductive pattern of 1 cm2 area and thermally-cured at 150 °C for 1 hr in an oven to sinter the conductive inks.

In order to demonstrate the potential electronic textiles applications of graphene-based composite inks, a hydrophobic coating was inkjet-printed onto 100% cotton plain twill fabrics (B022) by depositing 12 layers of nanoparticles (NP1) as reported in our previous study10. Subsequently, six layers (6 L) of graphene inks (formulated from BS8 dispersion) or composite inks C were inkjet-printed onto hydrophobic areas of cotton fabrics.


The Raman spectra of BS8 was obtained from a low power (<1 mW) He-Ne laser (1.96 eV, 633 nm) in Renishaw 2000 spectrometer. The viscosity of formulated inks was measured using a Brookfield DV-II+PRO programmable digital viscometer at 25 °C temperature and surface tension was measured by using a torsion balance (model OS) for surface and interfacial tension measurement. Thermogravimetric Analysis (TGA) was conducted to investigate the thermal stability of formulated inks using a TGA Q500 (TA Instruments, USA). A Philips XL 30 Field Emission Gun Scanning Electron Microscope (SEM) was used to analyse the surface topography. Printed samples were gold-palladium (Au-Pd) coated for 90 seconds and assessed under FEG SEM with the following operating parameters: 6.0 KV, spot size 2.0, 10 mm WD and magnification: X500 to X40000. A Jandel four-point probe system (Jandel Engineering Ltd, Leighton, UK) was employed to measure the sheet resistance of the conductive patterns. The sheet resistance was calculated from the average of six measurements and multiplied resistance by a correction factor of ~4.5324.

A Zwick/Roell tensile tester (Zwick Roell Group, Germany) was used to measure the change of the resistance during bending and unbending of graphene/silver composites ink printed textiles. A National Instrument 9219 data acquisition card (NI, American) was used to record the change of the resistance during bending, folding and upward-downward movement of the wrist joint.