N.
Phatharapeetranun
ab,
B.
Ksapabutr
b,
D.
Marani
c,
J. R.
Bowen
a and
V.
Esposito
*a
aDTU Energy, Technical University of Denmark, Risø Campus, Frederiksborgvej 399, DK-4000, Roskilde, Denmark. E-mail: vies@dtu.dk
bDepartment of Materials Science and Engineering, Faculty of Engineering and Industrial Technology, Silpakorn University, Nakornpathom, Thailand
cCentro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC Av. dos Estados 5001, Santo André (SP), 09210-580, Brazil
First published on 22nd November 2017
Electrospun BaTiO3 nanofibers (BTNFs) are synthesized and blended in a poly(vinylidene fluoride) (PVDF) matrix to obtain a flexible nano-hybrid composite with high dielectric constant (flexible high-k). The blending is performed with different BTNF contents (0.6, 4.5, 20 vol%). The rheological properties of the starting materials are optimized to shape the hybrid by the precision-extrusion-based fuse deposition modeling technique. The 3D-printed BTNFs allow complex shapes with different degrees of fiber alignment as the result of printing shear stress and the chemical composition of the starting material. The dielectric properties of the nano-hybrid are controlled by anisotropy with an enhancement in the nanofiber cross direction (⊥), where the dielectric constant k⊥ at 1 kHz is increased to ca. 200 from 13 of the PVDF matrix.
Owing to its high dielectric constant (k), high mechanical strength, excellent chemical stability, non-toxicity, and easy processability, the electroactive poly(vinylidene fluoride) (PVDF) is the most used polymer in the dielectric materials field.8,9 Concerning the ceramic component, among others barium titanate (BaTiO3: BT), a lead-free high-k ferroelectric ceramic material with a perovskite structure, is used in many applications due to its attractive piezoelectric and dielectric properties.10,11
Given their exceptional properties and non-toxicity, hybrid systems based on PVDF–BT combinations have been largely investigated as dielectric materials.12,13 Nanostructured functional fillers with a high aspect ratio (e.g. one-dimensional, 1D) have been widely used with the aim of increasing the hybrid interface.14–20 A significant effect on the dielectric properties of PVDF has been obtained.13–16 Among others, nanofibers, prepared by electrospinning, offer the further advantage of easy control over the morphology and the compositional features.18–20
Several shaping methods have been traditionally used to process hybrid systems into thin film.21–23 Currently, there is significant development in three dimensional (3D) assembly technology, namely 3D printing. One of the most interesting 3D printing techniques is computer-controlled fabrication by solid freeform, also known as fuse deposition modeling (FDM). This technique produces objects with controlled complex shapes and reduced size with short processing times, with relatively low cost equipment.24 Recently, Castles et al. have demonstrated BaTiO3 powder/ABS polymer dielectric composites by FDM.25 They obtained a dielectric constant value for the material at 20 vol% of BT of 6.24, which matched those of bulk unprinted materials. Sun et al. prepared lithium ion micro-batteries by FDM26 that exhibited high energy and power density. Furthermore, when anisotropic fillers are used, their orientation within the polymeric matrix is an additional parameter that has been demonstrated to significantly enhance the performances of the BTNFs/PVDF-based systems.27
In the present work, we propose a novel approach for preparing anisotropic BTNFs/PVDF 3D-nanohybrid dielectric materials. The nanohybrids are designed and fabricated by FDM, where the nanofibers are embedded and aligned in the PVDF matrix by tunable internal friction during the extrusion. We especially analyze phase compositions and properties in the hybrid as a result of the rheological properties by varying the BTNF loading and the extrusion forces that lead to fiber alignment during the 3D printing. The overall aim is thus to tune the dielectric properties in the 3D range by creating a “3D-printed” anisotropy in the BTNFs/PVDF hybrid material. This consists in combining short-range orientation of the nano-fibers, at the microstructural level, with long-range directionality in the complex shape by the 3D printing technique.
In order to obtain crystallized BT nanofibers (BTNFs), the calcination temperature for the electrospun fibers was evaluated with the aid of TG/DTA (Netzsch STA 409C/CD, Germany) and XRD (XRD: Bruker D8 Robot Tools X-ray diffraction, Bruker, Germany). The TG/DTA analysis was performed in air flux from room temperature to 850 °C at a heating rate of 1 °C min−1.
The XRD analysis was carried out ex situ with a scan speed of 0.6° 2θ min−1 at a 2θ range of 20° to 80° on samples calcined at 400, 500, 600, 700, and 800 °C for 1 h. The diameter and the morphology of the crystalline fibers were evaluated with a field emission gun scanning electron microscope (ZEISS Merlin, Carl Zeiss Microscopy GmbH, Germany) at an accelerating voltage of 10 kV with an In-lens and SE1 electron detector.
The rheology characteristics of pure PVDF and the BTNFs/PVDF nanohybrid materials before printing were evaluated by a rotational rheometer (MCR viscometer 302, Anton Paar, Austria). The solutions were characterized in rotational mode. A constant temperature of 21 °C was maintained during the experiments using a temperature control unit. All the experiments were performed using a cone-parallel spindle of 25 mm in diameter and 4° angle (CP25-4). To remove any effects due to the sampling and loadings, the measurements were performed using a pre-shear at 1 s−1 for 1 minute followed by 1 minute at rest (0 s−1 shear rate), and again at 1 s−1 for 1 minute. The experiments were conducted in the shear rate of 1–100 s−1 in up and down ramp.
The phase compositions were analyzed by the XRD technique (XRD: Bruker D8 Robot Tools X-ray diffraction, Bruker, Germany). The XRD analysis was carried out with a scan speed of 0.6° 2θ min−1 at a 2θ range of 10° to 50°.
The surface morphology and fiber alignment of the 3D-nanohybrid materials were evaluated with a scanning electron microscope (TM3000 Tabletop Scanning Electron Microscope, Hitachi, Japan) at an accelerating voltage of 15 kV with a backscattered electron detector.
The degree of fiber orientation in three dimensions was evaluated by the focused ion beam (FIB) SEM serial sectioning technique by simultaneously collecting In-lens (on beam axis SE1) and SE2 (Everhart-Thornley) detector secondary electron (SE) images (Zeiss 1540 XB Crossbeam Scanning Electron Microscope, Carl Zeiss Microscopy GmbH, Germany). The reconstructed volume had dimensions of approximately 20 × 17 × 20 μm, with the longest axis perpendicular to the extrusion direction and parallel to the FIB slicing direction. The voxel dimensions were 39.5 nm in the SEM imaging plane with a slice thickness of 60.6 nm. The dual imaging mode raw data were global intensity gradient corrected, aligned, and cropped.29,30 All image processing was performed using an in-house image analysis code written in MATLAB. The BTNFs were segmented in 3D from the PVDF matrix using a combination of image intensity and intensity gradient in both the In-lens and SE2 image modes combined with visual inspection to achieve the optimum segmentation and minimize image artifacts due to the serial sectioning technique. The segmented BTNF phase was skeletonized using a parallel medial axis thinning approach31,32 to determine the centerlines of the individual fibers, which were then converted to a network graph of links and nodes to characterize the length and orientation of fiber fragments.33 Principle component analysis (PCA) using inbuilt MATLAB functions was then performed on the 3D coordinates of the centerlines of each fiber fragment to determine the orientation of the longest axis of the coordinate voxel point cloud in terms of azimuthal and elevation angles relative to the extrusion direction.
(1) |
Dielectric properties were measured in both the extrusion direction (parallel, k‖) and transverse direction (cross, k⊥).
The EMT model, developed by Rao et al.,35 enables the estimation of the dielectric properties of composite systems by including the effect of the morphology and size of the ceramic fillers. The model is described by the following equation:
(2) |
The ROM model instead includes in the estimation the shape fillers. The dielectric constant is estimated from the following relation.36
(3) |
The XRD patterns of the as-synthesized and calcined fibers at temperatures between 400 °C and 800 °C are presented in Fig. 2. The as-synthesized fibers were amorphous consisting of un-oriented structures.28,39–41 Two peaks were observed at 2θ around 27° and 43° for the samples treated at 500 °C and 600 °C, which are consistent with BaTi2O4 and BaCO3.24 The calcined sample at 600 °C exhibited the onset of BT perovskite crystallization together with the non-perovskite peaks of an intermediate phase, BaCO3.28,40 Well-defined perovskite BaTiO3 patterns were instead observed for the samples treated at 700 °C, and the disappearance of the non-perovskite peaks is indicative of the decomposition of BaCO3. At 800 °C, the perovskite peak pattern became marked, due to the complete reaction of the BT formation.
Fig. 2 X-ray diffraction patterns of the as-synthesized fibers and BTNFs calcined for 1 h at different temperatures. |
The morphologies of the as-synthesized and calcined fibers were then investigated. Fig. 3 shows the morphologies of the as-synthesized fibers and BTNFs after calcination at 800 °C. The as-synthesized nanofibers (Fig. 3a and b) exhibit smooth and uniform surfaces with a random fiber orientation, whereas a polycrystalline surface is observed for the nanofibers calcined at 800 °C (Fig. 3c). The crystalline nanofibers are fragile and break easily in agreement with the literature.41–44 The nanofiber diameter is observed to decrease from 800 nm to 200 nm after calcination due to the decomposition of the organic components and the crystallization of the phase of interest.28,45 Upon the calcination process, the diameter is reduced by 75%.
Fig. 3 FE-SEM In-lens SE1 images of (a) and (b) as-synthesized fibers and (c) BTNFs calcined at 800 °C for 1 h. |
There have been no previous reports on the preparation of PVDF composites using a consumer 3D printer with different nozzle diameters. The X-ray diffraction (XRD) pattern was then used to investigate the change in crystallinity of the 3D printed materials from 2.5 mm and 1.2 mm of nozzle diameter due to the addition of BTNFs in the PVDF matrix.
The XRD pattern of pure PVDF in Fig. 4 shows three main characteristic peaks; a sharp peak at 20.01 corresponds to the β-phase (110) crystal with a fully stretched all-trans planar zigzag conformation and indicates the semi-crystalline nature of PVDF.34,46–49 Furthermore, the peaks at 18.41 and 39.21 which are assigned to the α-phase characteristic of PVDF were observed.47–49 In the XRD pattern of the BTNFs/PVDF nano-hybrids crystalline peaks, corresponding to the reflection planes at (100), (110), (111), and (200) of the perovskite BT structures are also identified. Interestingly, with an increasing amount of BTNFs from 0.6 vol% to 4.5 vol%, the peak intensity of the α and β crystalline phases increases with respect to the pure PVDF, indicating that the addition of a small amount of BTNFs can promote a more regular arrangement for PVDF, and the added BTNFs act as nuclei for PVDF crystallization. When the loading of 20 vol% is reached, the intensity of the α and β characteristic peaks decreased, especially the α characteristic peak at 39.21. At this content of BTNFs, the β phase is dominant. The addition of a large amount of BTNFs might destroy the molecular regularity of the PVDF chain.47 In addition, there is no significant difference in the intensity of the β-phase of the obtained hybrids from 2.5 mm and 1.2 mm of nozzle diameter (line (4d) and (4e)), respectively, indicating that the nozzle diameter has no effect on the β phase crystallinity of the PVDF hybrids.
Fig. 4 X-ray diffraction patterns of the BTNFs/PVDF 3D-nanohybrid materials at different vol% of BTNFs. |
For the FDM technique, the maximum solid loading of the filler in the polymer matrix that enables printing is ∼50 wt%.25,26,50 Indeed, at high content of filler, the shear stress at a nozzle extruder is high, resulting in the unstable flow at the extrusion nozzle.50 In this work, we used a consumer grade 3D printer (Zmorph 2.0S) to fabricate 3D-printed dielectric materials as shown in Fig. 5a. The loading of BTNFs is varied from 0.6 vol% to 20 vol%, and nozzle extruders of 2.5 mm and 1.2 mm were used to explore the effect of processing conditions on the nanofiber alignment. With a 2.5 mm nozzle diameter, a random distribution of the nanofibers is observed in the SEM images for the sample at 0.6 vol% of BTNFs (Fig. 5b), whereas with increasing content the BT nanofibers show clear alignment in the printing direction (Fig. 5d). By contrast, in the hybrid at 20 vol% prepared using the nozzle 1.2 mm in diameter (Fig. 5e) the BT nanofibers are randomly distributed into the polymer matrix. This can be ascribed to an unstable flow generated from too high shear stress.50 From the obtained results, we could produce a 3D-printed object as a complex shape and controllable fiber alignment in the polymer matrix by this technique.
To further support the 2D observations in Fig. 5, FIB-SEM 3D reconstruction of the 20 vol% BTNFs/PVDF nanohybrid sample was evaluated to verify and semi-quantitatively evaluate the degree of 3D fiber orientation. 3D FIB-SEM investigations inherently sample a smaller amount of representative microstructure. From the 2D images it can be seen that the microstructure contains nm–μm sized highly elongated features and is spatially heterogeneous requiring investigation of large volumes. For 3D reconstructions, these are conflicting requirements in terms of data acquisition time. Fig. 6a shows a representative slice of the volume analyzed. Here, it can be seen in comparison with Fig. 5d that the volume captures a visually representative volume with sufficient spatial resolution. Fig. 6a contains both the image modes, which are useful to distinguish internal porosity from edge effects and minimize FIB milling artifacts during segmentation. Visual inspection of the volume reveals internal porosity of both the BTNFs and the PVDF that is not visible in the polished cross-sections in Fig. 5. In some reconstructed volume locations porosity-induced artifacts were created in the segmentation and thus add uncertainty to quantitative analysis. However, of the available quantitative parameters from the 3D analysis, fiber orientation is one of the least sensitive to segmentation errors compared with volume fraction or particle size distribution determination. Thus, in the following analysis we discuss the results in a semi-quantitative manner.
Fig. 6b shows the discretized skeleton of the BTNFs. Inspection of the BTNF phase after image segmentation revealed that although most of the BTNFs appear as isolated fibers in 2D, in 3D the majority of fibers are in contact. Thus after the reconstruction from an image analysis point of view the majority of the BTNFs in the 20 vol% sample appear as an interconnected network. Thus breaking the skeleton into a network graph of links and nodes was necessary to assess the orientation distribution of individual fiber fragments (links) visualized in arbitrary colors in Fig. 6b. The orientation of each fiber fragment, as shown on the unit sphere in Fig. 6c, was determined by standard PCA where the direction of the largest variance in voxel coordinates determines the primary axis of fiber orientation. The points on the sphere represent a single fragment and are color coded according to binned fragment lengths. This qualitatively shows that the orientation of fiber fragments shorter than approximately 1 μm (∼20 voxels in length) is randomly determined. Longer fragments however tend to be oriented close to the applied shear stress/extrusion direction (ED), and although fewer in number increasing fiber length correlates to stronger alignment.
Fig. 6d shows the distribution of fiber fragment ED angular deviation (±90° elevation angle in polar coordinates) for the same fragment length bins in Fig. 6c weighted according to the cumulative fiber fragment length. Again, the fragments shorter than ∼1 μm reveal a widespread in elevation angle with a strong bimodal peak parallel to ED and smaller peak centered at 45°. It is expected that the shorter skeleton links are more likely to be associated with the aforementioned segmentation uncertainties caused by large PVDF pores and fine scale internal BTNF porosity than the longer fragments. The peaks at 0 and 45° are also expected to be artificially increased due to the voxelization of the skeleton links on a rectilinear grid. In Fig. 6b, it is possible to see long individual fibers; however, the histogram statistically indicates that these fibers are broken into smaller fragments during skeletonization due to intersecting fibers. As observed in Fig. 6c increasing fiber fragment length strongly correlates with a narrowing angular deviation and alignment with ED.
For reference, the same number of fiber fragments (non-length weighted) in a random distribution of angles was simulated using spherical point picking.51 The gray colored bins in the histogram show that randomly oriented fibers do not show preferred correlation to ED contrary to the BTNFs.
To better understand the effect of the processing conditions on the nanofiber alignment, the rheological behavior of the pure PVDF and BTNFs/PVDF nanohybrids was investigated. In particular, the range of interest (1–100 s−1) was selected to include the shear conditions that characterize the printing with the nozzles at 2.5 and 1.2 mm in diameter, as indicated in Fig. 7a. The two printing conditions identify a range of shear rates that spans from around 5 to 30 s−1.
The viscosity curves (Fig. 7a) indicate a shear-thinning behavior for all the samples. As expected, the profiles were progressively shifted to higher values of viscosity as the BTNF content increases, due to the flow hindering effect.52,53 Yet, the solution at the highest content of BTNFs (20 vol%) not only exhibited the highest values of viscosity but also the most pronounced shear thinning profile. This behavior was quantitatively estimated by analyzing the flow indexes (n) via the logarithmic form of the power law. The flow index is a measure of the deviation from Newtonian behavior (n = 1). Plotting the experimental data, a linear trend is obtained as indicated in Fig. 7b, generally referred to as a double logarithmic power law plot. The slope of the straight line corresponds to the flow index (estimated by linear regression) that can be used to identify the flowing mechanism of a system.54–57 Any variation of the flow index within a defined range of shear rates can be associated with variation in the flowing mechanism. Fig. 7b shows the double logarithmic plot for the developed solutions, whereas in Table 1 the corresponding flow indexes are reported. As a consequence of the increasing BTNF loading, the values of the flow index gradually decrease, indicating an increasing shear thinning behavior (n < 1) (see Table 1). Yet, all the samples, including the pure PVDF (see Fig. 7c), exhibit a Multi Flow Index (MFI) profile with two flow indexes associated with two distinct flowing mechanisms, both resulting in shear thinning. Interestingly for all of them, the second mechanism exhibits a more pronounced shear thinning behavior, being n2 < n1. This result indicates for the flowing mechanism at higher shear rate a more pronounced deviation from Newtonian behavior likely associated with a transition in the polymer chain alignment. Interestingly, the transition is not altered by the addition of the BTNFs, since for all the PVDF samples it occurs at the same shear rate, which is around 20 s−1. This value is within the range defined by the nozzle diameters. As a result, all the PVDF samples printed using the nozzle with a diameter of 2.5 mm are processed at a shear rate (around 5 s−1) that characterizes the first mechanism of flowing. By contrast, all the PVDF samples printed using the nozzle with a diameter of 1.2 mm are processed at a shear rate (around 30 s−1) that characterizes the second mechanism of flowing.
Samples | Flow index | |
---|---|---|
n 1 ( < 20 s−1) | n 2 ( > 20 s−1) | |
Pure PVDF | 0.81 | 0.69 |
PVDF–BTNFs-0.6 vol% | 0.80 | 0.67 |
PVDF–BTNFs-4.5 vol% | 0.78 | 0.65 |
PVDF–BTNFs-20 vol% | 0.70 | 0.59 |
The higher flow index in the first flowing mechanism region (n1) indicates a lower level of interaction among PVDF chains, likely aligned into the direction of the applied shear stress. This arrangement can favor the interaction between the BT nanofibers and the polymer chains along the direction of applied shear stress. Such an arrangement is achieved when the nozzle diameter is 2.5 mm. By contrast, when the processing conditions exceed the identified threshold (20 s−1, n2), the alignment might be disrupted, as indicated by a higher level of the interactions among the polymer chains (n2< n1). As a consequence of that, the BT nanofibers are randomly distributed within the polymer matrix. This is obtained when solutions are printed using the nozzle with a diameter of 1.2 mm.
Fig. 8a and b show the dielectric constant (k) at room temperature (25 °C) of pure PVDF and BTNFs/PVDF nanohybrids plotted against frequency for different vol% of BTNFs in the cross-direction (CD, k⊥) and parallel direction (PD, k‖), respectively. The dielectric constant of all the samples decreases with increasing frequency from 100 Hz to 1 MHz.
Higher values observed at low frequency (100 Hz–1 kHz) are due to the interfacial polarization. The motion of space charges in the interface zone under the applied electric field induces significant polarization, thus producing high k-value. By contrast, at higher frequencies the dielectric properties of materials and lower values are then observed.34,58 In all the cases, the dielectric constants of the obtained BTNFs/PVDF nanohybrids are higher than the value of the pure PVDF, but lower than pure BT nanofibers (ca. 1000)52 because of the synergy effect between the two phases.59
The values of k⊥ are higher than the k‖ ones at any content of BTNFs. Specifically, in hybrid materials with 20 vol% of BTNFs at 1 kHz, the k⊥ and k‖ values are 198 and 138, respectively. It can thus be concluded that the preferential nano-fiber alignment correlates strongly with the directionality of the observed dielectric constant.27 At 1 kHz, the dielectric constants of hybrid samples in both the cross direction (CD) and parallel direction (PD) increase with increasing amount of BTNFs from 0.6 vol% to 20 vol% (Fig. 8c). This trend is due to the addition of a higher amount of high-k component, resulting in higher-k values. The highest dielectric constant (k) of 198 was achieved from the sample with 20 vol% of BTNFs in the cross direction evaluation.
Interestingly, compared with nanohybrids prepared with different methods and containing BT nanoparticles as fillers, the BTNFs/PVDF systems herein developed show higher-k values at any content of BT nanofibers. In Fig. 9a, a comparison with different BT nanoparticles/PVDF hybrids prepared via solvent casting,21 spin-coating,22 and compression molding23 is indicated. This result can be ascribed to the incorporation of high aspect ratio nanofiber fillers that determine a significant increment of the hybrid interface (Fig. 9a).7,17,27
In this work, we used effective medium theory (EMT) (eqn (2)) with fitting factor, n = 0.2, εfiller = 1000 and εmatrix = 13, and the rule of mixtures (ROM) model for needle shape fillers (eqn (3)) to evaluate the k-values for the systems developed. The deviation of the experimental data from the models was then estimated. The results show that at any NFBT volume fraction, the experimental data deviate from the calculated k-values (obtained with the EMT and ROM models) (Fig. 9b). This is especially verified at the highest content (20 vol% BTNFs), where deviations of around 80% and 50% on average are obtained for the EMT model and the ROM model, respectively. This is likely to be ascribed to the tendency of nanostructured fillers to agglomerate, which does not allow a homogeneous distribution of the nanofillers within the PVDF matrix.
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