scieee AI-readable full text Open interactive document viewer

Microstructure and impedance spectroscopy of 3YTZP/SWNT ceramic nanocomposites

Poyato Galán, Rosalía; Macías Delgado, Julio; Gallardo López, Ángela María; Muñoz Bernabé, Antonio; Domínguez Rodríguez, Arturo

Abstract

This work provides new insights on microstructure and electrical properties of 3 mol% Y2O3–ZrO2 (3YTZP) composites with 0.5, 1, and 1.5 vol% single walled carbon nanotubes (SWNTs). The composites were spark plasma sintered (SPS) in identical conditions at 1250 °C from powder prepared by two different processing routines, with the aim of optimizing the SWNTs dispersion throughout the ceramic matrix. High densification and submicrometric grain size were achieved in all the composites. Electrical properties of the composites were characterized in a wide temperature range, and modeling of the impedance properties was approached by means of an equivalent circuit that allows separation of the individual SWNT bundles contribution to resistance from the resistance due to junctions between bundles. Effects of the homogeneous distribution of SWNTs at the ceramic grain boundaries on the crystalline phases, percolation threshold, total conductivity and evolution of junctions׳ resistivity with temperature were analyzed and discussed.

Full text

Microstructure and impedance spectroscopy of 3YTZP/SWT ceramic nanocomposites R. Poyato 1,* , J. Macías-Delgado 1,2 , A. Gallardo-López 1,2 , A. Muñoz 2 and A. Domínguez-Rodríguez 2 . 1. Inst. Ciencia de Materiales de Sevilla (CSIC-Univ. Sevilla), Avda. Américo Vespucio 49, 41092 Sevilla, Spain 2. Dept. Física de la Materia Condensada, Universidad de Sevilla, apdo. 1065, 41080 Sevilla, Spain Abstract This work provides new insights on microstructure and electrical properties of 3 mol% Y 2 O 3 -ZrO 2 (3YTZP) composites with 0.5, 1, and 1.5 vol% single walled carbon nanotubes (SWNTs). The composites were spark plasma sintered (SPS) in identical conditions at 1250 ºC from powder prepared by two different processing routines, with the aim of optimizing the SWNTs dispersion throughout the ceramic matrix. High densification and submicrometric grain size were achieved in all the composites. Electrical properties of the composites were characterized in a wide temperature range, and modelling of the impedance properties was approached by means of an equivalent circuit that allows separation of the individual SWNT bundles contribution to resistance from the resistance due to junctions between bundles. Effects of the homogeneous distribution of SWNTs at the ceramic grain boundaries on the crystalline phases, percolation threshold, total conductivity and evolution of junctions’ resistivity with temperature were analysed and discussed. Keywords: Composites; Carbon nanotubes; Processing; Impedance Spectroscopy * Corresponding author. E-mail address: [email protected] Phone number: +34 954 48 95 34 FAX number: +34 954 46 06 65 2 1. Introduction The exceptional mechanical behavior and outstanding multifunctional features of carbon nanotubes (high Young’ modulus, high tensile strength, elevated resilience, high electrical conductivity or good thermal conductivity) have made them ideal materials to tailor ceramic composites at nanometric scale, because it was expected that some of the attractive properties of CNTs would be transferred to the resulting composites. 1-4 Nowadays, the development of industry and society requires composite materials not only possessing excellent mechanical properties but also outstanding functional properties, and the study of composites with CNTs have been shown to be one of the emerging areas within the study of nanotubes, with an increase from 13 to 27% of the total publications from 2001 to 2011. 3 In the last years, the thermal and electrical properties of CNT ceramic matrix composites have been studied in several research papers, including thermal or electrical conductivity, 5-7 thermal shock resistance, 8 electrical percolation threshold 9-13 or dielectric behaviour. 9,10 Enhanced electrical conductivity and dielectric constant values have been reported for composites with Al 2 O 37,9,12 or zirconia 10,13 matrix when the CNT concentration approaches to the percolation threshold. The study of the AC electrical properties of ceramic/CNT composites has recently also come into focus 14-17 and the different contributions to electrical conductivity in composites with a percolating network have been analysed. Charge transport along the CNT shells and hopping conduction across nanotube-nanotube junctions were proposed as the main contributions to conductivity in Si 3 N 4 /multi walled carbon nanotubes (MWNT) composites at room temperature. 16 The study of temperature dependence of conductivity from 5 to 300 K carried out by Ahmad et al. 15 3 for Al 2 O 3 /MWNT composites suggested that for temperatures higher than 50 K, conduction can be ascribed to thermal fluctuation-induced tunneling of the charge carriers through junctions between MWNTs, while at temperatures below 50 K, the conduction can be attributed to three dimensional variable range hopping through MWNTs network in the alumina matrix. Fluctuation-induced electron tunnelling across nanotube-nanotube junctions was also pointed as responsible for conduction in 3YTZP/SWNT composites from room temperature to ~180 ºC, 17 whereas at higher temperatures, a mixed ionic-electronic conductivity was proposed. 14,17 One of the main obstacles to the obtaining of ceramic matrix composites with optimized properties is the difficulty in achieving a homogeneous distribution of CNTs throughout the ceramic matrix. 4 The tendency of CNTs to form bundles due to Van der Waals forces, and also the phase separation and demixion thermodynamically promoted when mixing thin rods (CNTs) with spheres (ceramic powder) 12 inhibit the adequate dispersion of CNTs in the ceramic powder, resulting in the presence of CNT agglomerates in the composite microstructure after sintering. Although aqueous colloidal processing including CNT acid-treatment has been shown to be an efficient technique in order to obtain adequate dispersion of CNTs in ceramic matrix composites, 18 the presence of agglomerates seems to be unavoidable. 17,19,20 Recently, processing efforts devoted to minimize the presence of these agglomerates, including new steps in colloidal processing such as CNTs or composite powder blend freezedrying or high-energy sonication by means of ultrasonic probe, have been approached. 12,17,21,22 Significant effects of the processing route on CNT dispersion and high-temperature mechanical properties have been reported for 3YTZP/SWNT composites. 21 4 Regarding the electrical properties, in a previous study 17 we have shown that the presence of SWNT agglomerates leads to an overestimated value of the percolation threshold, as the real CNT content at the ceramic grain boundaries is lower than the nominal one. Thus, the high percolation thresholds reported for zirconia/CNT composites (5.5 and 3 vol% CNTs for 3YTZP/MWNT 10,11 and 8 mol% Y 2 O 3 - ZrO 2 /SWNT 14 composites, respectively) are probably consequence of the processing routine by ball milling the mixture of CNTs and ceramic powders used to prepare the composites, which results in the existence of CNT agglomerates after sintering. On the contrary, lower percolation thresholds are published when composites are prepared using processing routines specially designed to avoid CNT agglomerates (0.6 and 1.5 vol% CNTs for Al 2 O 3 /MWNT 12 and 3YTZP/SWNT 17 composites, respectively). Also, we have shown that the presence of SWNT agglomerates or high-diameter bundles results in high nanotube-nanotube junction resistivity, which will hinder the overall composite conductivity. 17 In this context, the study of the effect of processing on the CNT distribution and on the electrical properties appears as a challenge. To the best of our knowledge, studies on the influence of processing routine on the electrical properties of ceramic matrix composites have not been published up to date. In this study, 3 mol% Y 2 O 3 -ZrO 2 composites with 0.5, 1 and 1.5 vol% SWNT were spark plasma sintered from powder prepared by two different aqueous colloidal processing routines, with the aim of optimizing the SWNTs dispersion throughout the ceramic matrix and minimizing the presence of SWNT agglomerates. Microstructure and phases of the sintered materials have been characterized, as well as electrical properties by impedance spectroscopy in a wide temperature range. Percolation threshold was determined from conductivity measurements at room temperature. 5 Modelling of the impedance properties allowed the analysis of the evolution of SWNT bundles and junctions’ resistivity with temperature. 2. Experimental procedure 2.1. Materials processing and sintering 3YTZP/SWNT composites with different carbon nanotube content (0.5, 1 and 1.5 vol%) were prepared from 3 mol% yttria stabilized tetragonal zirconia powder (3YTZP, 40 nm particle size and 99% purity) supplied by Nanostructured and Amorphous Materials Inc. (Houston, TX) and HIP-co purified SWNTs provided by Carbon Solutions Inc. (Riverside, CA). Acid treatment of the SWNTs was carried out using a mixture of concentrated sulfuric acid (98%) and nitric acid (70%) in the ratio 3:1, with the aim of disentangle and cut the raw SWNT ropes, as described elsewhere. 18 The acid treated SWNTs were washed in high purity ethanol for several times and freeze-dried in order to avoid possible re-agglomeration. Colloidal processing of the composite powders was carried out in aqueous solution of pH 12, where both the SWNTs and the 3YTZP nanoparticle surfaces are negatively charged, using NH 3 to adjust the solution pH. In a first step, independent SWNTs and ceramic powder solutions were prepared and subjected to ultrasonic agitation for 15 min in an ultrasonic bath, or by means of an ultrasonic probe (Model KT-600, Kontes Inc., Vineland, NJ). In a second step, 3YTZP + SWNTs powder solutions were mixed in aqueous solution and subjected to ultrasonic agitation for 15 min by means of the ultrasonic bath/probe, followed by drying on a hot plate while being stirred. Finally, composite powders were homogenized in agate mortar. 6 SPS (Model 515S, SPS Dr Sinter Inc., Kanagawa, Japan) was used to sinter the materials in a 15-mm diameter cylindrical graphite die/punch setup in vacuum atmosphere, using the following sintering conditions: sintering temperature of 1250 ºC for 5 min, applied uniaxial pressure of 75 MPa, and heating and cooling rates of 300 and 50 °C/min, respectively. Bulk densities were measured using Archimedes’ method, with distilled water as immersion medium. Theoretical density values for composites were calculated by the rule of mixtures assuming density values of 6.10 g·cm -3 for 3YTZP and 1.80 g·cm -3 for SWNTs. 2.2. Microstructural and electrical characterization Phase identification was carried out using X-ray diffraction (XRD, model D8 Advance A25, Bruker Co., Massachusetts,USA). Structural integrity of SWNTs in the composites after SPS sintering was assessed by Raman spectroscopy on fracture surfaces using a dispersive microscope (Horiba Jobin Yvon LabRam HR800, Kyoto, Japan) equipped with a 20 mW He-Ne green laser (λ = 532.14 nm). The microscope used a 100x objective and a confocal pinhole of 100 µm. Microstructural studies of composite fracture surfaces were performed by highresolution scanning electron microscopy HRSEM (HITACHI S5200) to analyze the distribution of SWNTs in the zirconia matrix. Polished surfaces to characterize the ceramic 3YTZP grains morphology by HRSEM were thermally etched at 1200 °C for 20 min in air to reveal grain boundaries. The morphological characterization was made measuring 200 grains to obtain the equivalent planar diameter as size parameter, d =2(area/π) 1/2 , and the shape factor, f =(4π·area)/(perimeter) 2 . Standard deviation of distributions was also evaluated. ImageJ software was used for morphological analysis. 7 Electrical characterization was carried out by Impedance Spectroscopy using an Agilent 4294A analyzer in the frequency range from 100 to 2x10 6 Hz, at temperatures from 25 to 450 °C. Measurements were carried out in argon atmosphere to avoid oxidation of the samples and subsequent degradation of the SWNTs during the process. Colloidal silver paste was applied on both sides of the samples and electrodes were fired at 600 °C for 30 min under argon flow. Equivalent circuit approach was adopted for the data analysis with fitted curve using Z-view software and equivalent circuit model. 3. Results and discussion 3.1. Microstructural characterization Microstructural data for ceramic grains in the composites prepared using the ultrasonic probe, together with density values, are shown in Table 1. Relative densities higher than 98% were obtained in the three composites, so an almost full densification was obtained with the selected sintering parameters. Similar mean grain size and shape factor were measured in the composites with different SWNT vol% and no significant differences were observed compared to the composites prepared using the ultrasonic bath. 17 Raman spectra of the composites (shown in supplementary information) revealed the presence of SWNT characteristic bands, in particular the low-frequency radial breathing mode (RBM) and the G band, confirming absence of significant damage to the SWNTs during processing and sintering. D band, associated with crystalline defects, was also observed. I D /I G ratio calculations for the composites prepared with the high energy ultrasonic probe (3.0, 6.3 and 7.9 % for 0.5, 1 and 1.5 vol% SWNT, respectively) gave values similar to those published 17 for the composites 8 prepared with the ultrasonic bath (6.6, 6.5 and 7.2 % for 0.5, 1 and 1.5 vol% SWNT, respectively), pointing to a similar amount of crystalline defects in the nanotubes. XRD patterns of the sintered composites are shown in Fig. 1. In all the samples, it is clear the presence of the tetragonal phase (JCPDS 01-078-1808) as the main one, with a contribution of the monoclinic phase (JCPDS 01-081-1314). A higher intensity of the main peak corresponding to the monoclinic phase (at 28.2 º2θ) is observed in the composites prepared using ultrasonic probe (Fig. 1b), pointing to a higher contribution of this phase. Also, an increase of this peak is clearly observed when increasing the SWNT content in both sets of composites. Recently, our group reported 19 an increase of the monoclinic phase contribution in high SWNT content 3YTZP composites when increasing the SWNT content from 2.5 to 10 vol%, which we related to a tetragonal to monoclinic transformation promoted by the presence of carbon nanotubes in the microstructure. Such transformation was also evidenced by Bocanegra-Bernal et al. 23 for zirconia toughened alumina (ZTA)/0.01 wt% MWNT composites pressureless sintered in air using graphite as bed powder. The SWNTs surrounding the zirconia grains generate a reducing atmosphere during sintering, which promotes the partial destabilization of the tetragonal phase and thus, the presence of the monoclinic one. For high SWNT content, we showed that the higher the SWNT vol%, the higher the monoclinic phase contribution. In this study, the higher contribution of the monoclinic phase obtained for the same SWNT contents in the composites prepared using the ultrasonic probe points to a better SWNT distribution in the ceramic matrix in these composites. We have shown that processing of these composites by means of the ultrasonic bath is not successful in completely avoiding SWNT agglomeration. 17 36%, 26% and 27% of the nominal carbon nanotubes were contained in agglomerates for composites with 0.5, 1 and 1.5 9 nominal SWNT vol%, respectively, and the real contents of nanotubes at the grain boundaries were estimated to be 0.32, 0.74 and 1.1 SWNT vol%. When using the ultrasonic probe a lower amount of agglomerates is expected 21 and a higher content of nanotubes surrounding the zirconia grains will promote the destabilization of the tetragonal phase, giving place to a higher contribution of the monoclinic one. HRSEM images (Fig. 2) show the typical appearance of the fracture surfaces of the composites prepared by using the ultrasonic probe, illustrating the adequate dispersion of SWNT bundles surrounding zirconia grains. The fracture mode is mainly intergranular and debonded CNTs from the matrix can be observed on the fracture surfaces. CNT agglomerates were scarcely found in these high-resolution observations. 3.2. Electrical characterization Figure 3 shows the impedance plots acquired from room temperature up to 180 ºC in the composites with 1 and 1.5 vol% SWNT prepared by using the ultrasonic probe. A single impedance arc can be observed for both composites until 180 ºC, when a second arc appears at lower frequency . For this set of samples, at room temperature only the composite with 0.5 vol% SWNT was found to be electrically isolating with a very high room temperature resistivity. Room temperature conductivities of 1.7x10 -4 and 2.8x10 -4 S·cm -1 were measured in the composites with 1 and 1.5 vol% SWNT, respectively. It can be concluded that the percolation threshold of the carbon nanotubes in the ceramic matrix is between 0.5 and 1 vol%, which is lower than the published result for the composites prepared with the ultrasonic bath (threshold between 1 and 1.5 vol% SWNT). The value obtained in this study is in good agreement with the values of ~0.6 vol% published by Rul et al. 24 and Poorteman et al., 12 or ~0.8 vol% published by Ahmad et al. 9 for Al 2 O 3 /MWNT composites. However, it is lower that the published 16 bundles in the composites with a percolating network. The remarkable decrease of both SWNT bundles and junctions’ resistivity together with the smooth decrease of junctions’ resistivity with temperature observed in the composites when replacing the ultrasonic bath by the probe in the powder processing routine pointed to a minimized presence of SWNT agglomerates together with a reduced SWNT bundle diameter in these composites. Analysis of the frequencies of the maxima of the two peaks observed in the Z'' vs f spectra allowed identification of the different contributions to conductivity, pointing to electronic conduction through the SWNTs at low temperatures and a mixed electronic-ionic conductivity through the ceramic bulk in the high temperature range. A blocking effect to the ionic conductivity through the grain boundary was evidenced and related to the presence of SWNTs at the grain boundaries. This effect was overcome at a lower temperature in the composites prepared by using the ultrasonic probe, as a result of the reduced SWNT bundle diameter achieved in these composites. Acknowledgements The financial support for this work has been obtained from the Spanish Ministry of Science and Innovation (MAT2012-34217) and from Junta de Andalucía (P12-FQM- 1079). XRD and microscopy studies have been performed in facilities belonging to the CITIUS (Universidad de Sevilla). 17 Figure captions Figure 1: X-ray diffraction patterns of the composites prepared by means of (a) ultrasonic bath, and (b) ultrasonic probe. Figure 2: HRSEM micrographs of fracture surface of the composites prepared by means of the ultrasonic probe with (a) 0.5 vol%, (b) 1 vol%, and (c) 1.5 vol% SWNT. Figure 3: Impedance plots acquired from room temperature to 180 ºC in the composites prepared by means of the ultrasonic probe with (a) 1 vol%, and (b) 1.5 vol% SWNT. Figure 4: Frequency dependence of the real and imaginary impedance at room temperature for the composites with 1 and 1.5 vol% SWNT, prepared by means of the ultrasonic probe. Figure 5: SWNT bundles and junctions resistivities from room temperature to 180 ºC for (a) the composites with 1 and 1.5 vol% SWNT, prepared by means of the ultrasonic probe, and (b) the composite with 1.5 vol% SWNT, prepared by means of the ultrasonic bath (from reference 17). Figure 6: Impedance plots acquired at temperatures higher than 200 ºC in the composites prepared by means of the ultrasonic probe with (a) 1 and (b) 1.5 vol% SWNT. 18 Figure 7: Representation of the dependence of frequency of the maximum of the peaks in the Z’’ versus f spectra, with temperature for the composites with 1 and 1.5 vol% SWNT, prepared by means of the ultrasonic probe, and the composite with 1.5 vol% SWNT, prepared by means of the ultrasonic bath. Figure 8: Arrhenius plots of total resistivity for the composites with 1 and 1.5 vol% SWNT, prepared by means of the ultrasonic probe, and the composite with 1.5 vol% SWNT, prepared by means of the ultrasonic bath. 19 Table 1: Relative density ( ρ r ) and morphological parameters (average grain size d, shape factor F, grain size and shape factor standard deviations, σ <d> and σ <F> ) for ceramic grains in the composites prepared using the ultrasonic probe. SWT vol% ρ ρρ ρ r ±0.5 (%) d (nm) σ <d> (nm) F σ <F> 0.5 98.5 240 80 0.76 0.05 1.0 98.9 240 80 0.74 0.08 1.5 99.5 220 80 0.75 0.06 20 Table 2: Equivalent circuit values for the fitting of the impedance properties at room temperature of the composites with a percolated network. ρ J , C J and ρ B , C B describe the electrical properties of the junctions and nanotubes bundles, respectively. SWT vol% ρ ρρ ρ J (kΩ·cm) C J (pF) ρ ρρ ρ B (kΩ·cm) C B (pF) 1.5* bath 160±13 272±3 10.4±0.9 137±3 1.5 probe 3.4±0.6 481±1 0.21±0.04 39±1 1.0 probe 5.6±0.4 1585±3 0.28±0.02 123±2 *From reference 17 21 Table 3: Activation energy of the conducting species for the composites with a percolated network. E act (eV) SWT vol% RT - 260ºC 260ºC – 340 ºC 0.0* --- 0.86 ± 0.02 1.5* bath 0.065±0.002 1.5 probe 0.018±0.002 0.34±0.03 1.0 probe 0.025±0.003 0.46±0.03 *From reference 17 22 20 30 40 50 60 70 80 90 0.5 vol% 1 vol% Intensity (a.u.) 2θ (degree) Monoclinic phase Tetragonal phase 1.5 vol% (a) 20 30 40 50 60 70 80 90 0.5 vol% 1 vol% 1.5 vol% Intensity (a.u.) 2 θ (degree) Monoclinic phase Tetragonal phase (b) Figure 1 23 Figure 2 (a) 1 µ µµ µ m 1 µ µµ µ m (b) 1 µ µµ µ m (c) 24 Figure 3 0 1 2 3 4 5 6 7 0 1 2 3 4 5 25ºC 40ºC 100ºC 140ºC 180ºC -Z'' (k Ω ·cm) Z' (k Ω ·cm) (a) 100 Hz 2x10 6 Hz 0 1 2 3 4 0 1 2 3(b) 25ºC 40ºC 100ºC 140ºC 180ºC -Z'' (k Ω ·cm) Z' (k Ω ·cm) 100 Hz 2x10 6 Hz 25 10 2 10 3 10 4 10 5 10 6 0 2 4 6 Z' Z'' ( k Ω cm ) Z' (kΩ cm) f (Hz) 0 1 2 3 4 5 Z'' 55 kHz 1 vol% 1.5 vol% 25 kHz Figure 4 32 9 K. Ahmad, W. Pan, S.L. Shi, Electrical conductivity and dielectric properties of multiwalled carbon nanotube and alumina composites, Appl. Phys. Lett. 89 (2006) 133122. 10 S.L. Shi, J. Liang, Effect of multiwall carbon nanotubes on electrical and dielectric properties of yttria-stabilized zirconia ceramic, J. Am. Ceram. Soc. 89 (2006) 3533– 3535. 11 S.L. Shi, J. Liang, Electronic transport properties of multiwall carbon nanotubes/yttria stabilized zirconia composites, J. Appl. Phys. 101 (2007) 023708. 12 M. Poorteman, M. Traianidis, G. Bister, F. Cambier, Colloidal processing, hot pressing and characterisation of electroconductive MWCNT–alumina composites with compositions near the percolation threshold, J. Eur. Ceram. Soc. 29 (2009) 669–675. 13 J.H. Shin, S.H. Hong, Microstructure and mechanical properties of single wall carbon nanotube reinforced yttria stabilized zirconia ceramics, Mater. Sci. Eng. A 556 (2012) 382–387. 14 F.C. Fonseca, R. Muccillo, D.Z. de Florio, L.O. Ladeira, A.S. Ferlauto, Mixed ionic– electronic conductivity in yttria-stabilized zirconia/carbon nanotube composites, Appl. Phys. Lett. 91 (2007) 243107. 15 K. Ahmad, W. Pan, Dramatic effect of multiwalled carbon nanotubes on the electrical properties of alumina based ceramic nanocomposites, Compos. Sci. Technol. 69 (2009) 1016–1021. 33 16 J. González-Julián, Y. Iglesias, A.C. Caballero, M. Belmonte, L. Garzón, C. Ocal, et al. Multi-scale electrical response of silicon nitride/multi-walled carbon nanotubes composites, Compos. Sci. Technol. 71 (2011) 60–66. 17 R. Poyato, J. Macías-Delgado, A. García-Valenzuela, A. Gallardo-López, A. Morales-Rodríguez, A. Muñoz, A. Domínguez-Rodríguez, Mechanical and electrical properties of low SWNT content 3YTZP composites, J. Eur. Ceram. Soc. 35 (2015) 2351–2359. 18 R. Poyato, A.L. Vasiliev, N.P. Padture, H. Tanaka, T. Nishimura, Aqueous colloidal processing of single-wall carbon nanotubes and their composites with ceramics, Nanotechnology 17 (2006) 1770–1777. 19 R. Poyato, A. Gallardo-López, F. Gutiérrez-Mora, A. Morales-Rodríguez, A. Muñoz, A. Domínguez-Rodríguez, Effect of high SWNT content on the room temperature mechanical properties of fully dense 3YTZP/SWNTcomposites, J. Eur. Ceram. Soc. 34 (2014) 1571–1579. 20 A. Morales-Rodríguez, A. Gallardo-López, A. Fernández-Serrano, R. Poyato, A. Muñoz, A. Domínguez-Rodríguez, Improvement of Vickers hardnessmeasurement on SWNT/Al 2 O 3 composites consolidated by spark plasma sintering, J. Eur. Ceram. Soc. 34 (2014) 3801–3809. 21 M. Castillo-Rodríguez, A. Muñoz, A. Morales-Rodríguez, R. Poyato, A. Gallardo- López, A. Domínguez-Rodríguez, Influence of the processing route on the carbon nanotubes dispersion and creep resistance of 3YTZP/SWCNTs nanocomposites, J. Am. Ceram. Soc. 98 (2015) 645–53. 34 22 A. Gallardo-López, A. Morales-Rodríguez, J. Vega-Padillo, R. Poyato, A. Muñoz, A. Domínguez-Rodríguez, 3Y-TZP with fully dispersed SWNTs. Keys to processing and room temperature mechanical properties (in progress). 23 M.H. Bocanegra-Bernal, A. Reyes-Rojas, A. Aguilar-Elguezabal, E. Torres-Moye, J. Echeberria, X-ray diffraction evidence of a phase transformation in zirconia by the presence of graphite and carbon nanotubes in zirconia toughened alumina composites, Int. J. Refrac. Metals Hard Mater. 35 (2012) 315–318. 24 S. Rul, F. Lefèvre-Schlick, E. Capria, Ch. Laurent, A. Peigney, Percolation of singlewalled carbon nanotubes in ceramic matrix nanocomposites, Acta Mater. 52 (2004) 1061–1067. 25 M.P. Garret, I.N. Ivanov, R.A. Gerhardt, A.A. Puretzky, D.B. Geohegan, Separation of junction and bundles resistance in single wall carbon nanotube percolation networks by impedance spectroscopy, Appl. Phys. Lett. 97 (2010) 163105. 26 R.L. Muhlbauer, T.L. Pruyn, W.T. Puckett, R.A. Gerhardt, Effect of graphitic filler size and shape on the microstructure, electrical percolation behavior and thermal properties of nanostructured multilayered carbon films deposited onto paper substrates, J. Mater. Res. 29 (2014) 472–484. 27 S.G. Louie, Electronic properties, junctions, and defects of carbon nanotubes. In: Dresselhaus MS, Dresselhaus G, Avouris P, editors. Carbon nanotubes: synthesis, structure, properties, and applications, vol. 80. Berlin: Springer; 2001. p. 113. 28 P.N. Nirmalraj, P.E. Lyons, S. De, J.N. Coleman, J.J. Boland, Electrical connectivity in single-walled carbon nanotube networks, Nano Lett. 9 (2009) 3890–3895. 35 29 C. Li, E.T. Thostenson, T.W. Chou, Dominant role of tunneling resistance in the electrical conductivity of carbon nanotube-based composites, Appl. Phys. Lett. 91 (2007) 223114. 30 P. Sheng, Fluctuation-induced tunneling conduction in disordered materials, Phys Rev B 21 (1980) 2180–2195. 31 G. Bernard-Granger, C. Guizard, S. Surblé, G. Baldinozzi, A. Addad, Spark plasma sintering of a commercially available granulated zirconia powder II. Microstructure after sintering and ionic conductivity, Acta Mater. 56 (2008) 4658-4672.