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Recycling hazardous and energy-demanding piezoelectric ceramics using an oxide–halide perovskite upside-down composite method

Sivagnana Sundaram Anandakrishnan , Mohadeseh Tabeshfar , Mikko Nelo , Jani Peräntie , Heli Jantunen , Jari Juuti and Yang Bai *
University of Oulu, Microelectronics Research Unit, Faculty of Information Technology and Electrical Engineering, FI-90570 Oulu, Finland. E-mail: yang.bai@oulu.fi

Received 28th September 2023 , Accepted 4th March 2024

First published on 5th March 2024


Abstract

Piezoelectric ceramics are widely employed in electromechanical coupling components such as sensors, actuators, and transducers owing to their excellent performance, cost-effectiveness, versatile shapes and configurations, and generous chemical/functional tuneability. However, most piezoceramics contain a significant amount of the hazardous and toxic element Pb, which is considered unsustainable. Although more environmentally friendly Pb-free counterparts have been developed, production of both Pb-containing and Pb-free piezoceramics still demands high energy consumption. On the other hand, retired and rejected piezoceramics are not properly recycled, leaving a large ecological footprint for the piezoelectric industry. Thus, there is a need for proper recycling methods which give wasted piezoceramics a second life at only a marginal energy cost, so that the energy and environmental footprints are minimized before the piezoceramics are permanently disposed of. This work demonstrates the fabrication and use of oxide–halide perovskite composites to recycle piezoceramics. The composites consist of oxide perovskite piezoceramic particles as the fillers that mimic crushed/recycled piezoceramics and an organometal halide perovskite, PTMA–CdCl3 (PTMA is C6H5N(CH3)3), as the matrix/binder. The composites consume only about 1% of the energy budget required for making new equivalent piezoceramics whilst retaining comparable capabilities for sensing applications. The results suggest that such a recycling method is applicable to a broad range of piezoceramics, providing an incentive to possibly extend the method for simultaneously recycling other oxide and halide perovskite materials and components in the future.



Sustainability spotlight

Piezoelectric materials are essential for modern electronics, devices and equipment but their manufacturing suffers from high energy consumption and hazardous source materials. For example, they need to be treated at ultrahigh temperatures and many products contain toxic Pb. Piezoelectric materials and products are not properly recycled nowadays, leading to a heavy carbon footprint for this polluting yet important industrial sector. In this work, we demonstrate a reliable method for recycling these energy-demanding and non-environmentally friendly materials that is transferrable to many compounds. Moreover, our method gives a second life to the recycled materials in the smart sensing and energy harvesting domains, which helps to eliminate or postpone permanent disposal of existing hazardous elements. Therefore, our work contributes to the UN sustainable development goals of affordable and clean energy (SDG 7), sustainable cities and communities (SDG 11), responsible consumption and production (SDG 12), and climate action (SDG 13).

1. Introduction

Piezoelectric materials benefit from their capability of converting a mechanical input in the form of stress or strain to an electrical potential, and vice versa. Such a versatile electromechanical coupling behavior has made piezoelectrics a forefront of electronics research since their discovery in 1880.1 Essential applications of piezoelectric components can be found in devices including impact/touch sensors, accelerometers, gyroscopes, ultrasonic transducers, SAW (surface acoustic wave) devices, micro-mass sensors, transformers, high-precision actuators, micromotors, and energy harvesters.2,3

Among piezoelectric materials, bulk piezoceramics based on the oxide perovskite structure offer many industrial and economic benefits. For instance, there is a broad range of selections of compositions for different working conditions and functional requirements. Those compositions are highly tunable to achieve desired properties, and the materials can be fabricated into complex shapes via cost-effective processes for various device configurations.1

However, a major concern regarding piezoceramics is the extensive use of the hazardous and toxic element Pb. This is not compliant with the EU's legislation, RoHS (Restriction of Hazardous Substances in Electrical and Electronic Equipment), which intends to ban the use of hazardous elements in electronic devices,4,5 whereas the widely used piezoceramic composition, the PZT (Pb(Zr,Ti)O3) family, contains a significant amount of Pb (up to 68 wt%). Environmentally friendly Pb-free piezoceramics have been developed to tackle this issue.6 Some Pb-free alternatives are able to perform similarly to their Pb-based counterparts.6,7

Regardless of being environmentally friendly, manufacturing of Pb-free piezoceramics, as is the case also for Pb-based piezoceramics and most other ceramics in general, involves at least two high-temperature treatment steps: (i) calcination (usually >600 °C) for formation of desired phases, and (ii) sintering (usually >1000 °C) for necessary material densification and grain growth.1 The sintering is particularly important because most signature functionalities of piezoceramics, such as excellent piezoelectric coefficients and strong electromechanical coupling, are obtained only after this step.

The need for high-temperature treatments inevitably leads to high energy consumption, making all industrial sectors which deploy piezoelectric components energy intensive and unsustainable. In addition, the high-temperature densification procedure causes unpredictable shrinkage as large as 15–25% and unfavored chemical diffusion when co-sintered with other materials, both of which significantly degrade the compatibility of piezoceramics for integration with other components.8

One method to reduce the energy footprint of piezoceramic manufacturing is to properly recycle retired or broken piezoelectric components after use as well as the low-quality ones that have already been rejected during fabrication. Ideally, the recycled materials should also be given a second life at service to the best possible extent before they are permanently disposed of. A prerequisite here is that the recycling procedure consumes only a marginal amount of energy compared to that needed for making correspondingly new materials. Meanwhile, the materials made via recycling should obtain comparable properties to those of newly sintered piezoceramics. Otherwise, the energy benefit provided by recycling will be outweighed by the better performance of newly made materials.

Among possible methods that can be utilized for recycling piezoceramics,7,9 the ultralow-temperature densification route is considered viable due to low energy consumption and simple fabrication procedures.10–12 In this method, a small amount of liquid acts as a transport phase during densification of a functional filler phase under pressure, with or without mildly elevated temperature (<350 °C). In particular, the transport phase coats the filler particles to form a core–shell microstructure,8 and upon applying high pressure, the transport phase redistributes itself due to surface tension and capillary action. Dissolution of the filler particles into the transport phase occurs at contacting points which experience a very high, GPa-level local pressure. The dissolved filler phase then, due to evaporation of the transport phase at mild temperature or at room temperature though with a slower pace, reprecipitates at sites away from the contacted edges due to a favorable concentration gradient which drives densification and grain growth.13

The ultralow-temperature densification method has shown promise using dielectric ceramic particles as the filler phase. For instance, the first truly room-temperature densified ceramic has been reported where Li2MoO4 (LMO) particles are used as the filler phase with deionized water as the transport phase, which are then shaped and densified under 130–150 MPa.10,11 The subsequently obtained dielectric properties are measured to be better than those of the LMO ceramics conventionally sintered at 540 °C. The advantage here is that the functional phase, LMO, is soluble in water. The LMO–water solution also acts as a functional binder and precipitates in the intergranular areas between the filler particles through redistribution and evaporation of the solution under pressure. This has eased transportation of the functional filler phase to a large extent in the form of a transport solution and hence, after being shaped under high pressure, better functionality is achieved. The resultant material is a ceramic–ceramic composite with much higher filler volume fraction compared to the case for conventional composites, and it is thus termed an ‘upside-down’ composite. Using LMO as the binder phase, TiO2-based,12 SrTiO3-based,14 and (Ba0.55Sr0.45)TiO3-based15 dielectric upside-down composites have been successfully made.

Recently, piezoelectric upside-down composites have also been made using PZT as the filler.16 Instead of LMO–aqueous solution, an organotitanate precursor gel has also been applied as the binder.17 Under a pressure of 250 MPa and at 300 °C, the precursor gel forms amorphous TiO2 (am-TiO2) in the intergranular areas of the PZT particles and thus an upside-down PZT–(am-TiO2) composite is obtained in addition to the PZT–LMO composite.

It is worth noting that the PZT fillers used in the above-mentioned composites are made by crushing high-temperature sintered ceramics. Although the method itself does not save energy in a new fabrication round, it adds merits to a possible recycling procedure because mechanically and/or electrically broken piezoceramic components, which need to be reshaped, are naturally appropriate sources of the filler materials. Moreover, although the PZT–LMO and PZT–(am-TiO2) composites perform worse than the PZT ceramics in terms of generic piezoelectric response, they are particularly competitive regarding the piezoelectric voltage coefficient (g)16,17 which is an indicator for potential sensitivity of piezoelectric sensors made from the same material. The possible recycling is then highly likely to succeed in making sensors from a wide range of recycled piezoceramics. Therefore, this work reports the recycling of Pb-based and Pb-free piezoceramics using the upside-down composite fabrication method with an organometal halide perovskite compound, PTMA–CdCl3 where PTMA is C6H5N(CH3)3 (ref. 9 and 18), as the binder phase.

The motivation here is attributed to the compound's capability of dissolving in an organic solvent (advantageous over LMO to reduce hygroscopicity) and its subsequent recrystallization at closer to room temperature (advantageous over TiO2 to eliminate the need for further elevated temperature). In this work, four types of filler materials are chosen, including two Pb-free piezoceramics, BaTiO3-based19 and (K,Na)NbO3-based,20 and two Pb-based ones, soft-type21 and hard-type22 PZT, respectively. The four chosen compositions tend to represent a wide range of piezoceramics used in different categories of applications under various working conditions and with distinctive functional requirements. The results obtained from these four types of upside-down composites are compared to their pristine ceramic counterparts to evaluate the extent of gain or degradation in functional properties.

2. Materials and methods

2.1. Fabrication of piezoceramic pellets and fillers

Table 1 summarizes the materials fabricated in this work, including information on filler compositions, binder volume fractions (where applicable), and densities. Four types of oxide perovskite structured piezoceramics were fabricated via the solid-state route. The two Pb-free ceramic powders were synthesized. Reactants of BaCO3 (99%, Alfa Aesar, Germany) and TiO2 (99.9%, Aldrich Chemistry, Canada) for BaTiO3 (BT), and K2CO3 (99%, J.T. Baker, Holland), Na2CO3 (99%, Sigma-Aldrich, Germany), BaCO3 (99.98%, Sigma-Aldrich, USA), Nb2O5 (99.9%, Aldrich, China) and NiO (99.999%, Aldrich Chemistry, USA) for (K0.52Na0.38Ba0.03)(Nb0.985Ni0.015)O2.9575 (KNBNNO) were first weighed according to stoichiometry.
Table 1 Summary of compositions and densities of the piezoceramics and upside-down composites fabricated in this work
Sample ID Form of material Filler composition Binder volume fraction (%) Measured density (g cm−3) Theoretical density (g cm−3) Relative density (%)
BT-P Ba(ZrxTi1−x)O3 ceramic pellet ∼5.44 5.90 ± 0.06 92.2 ± 1.0
KNBNNO-P (K0.52Na0.38Ba0.03) (Nb0.985Ni0.015)O2.9575 ceramic pellet ∼4.34 4.53 ± 0.07 95.8 ± 1.5
H-PZT-P Hard-type PZT ceramic pellet ∼7.58 7.86 ± 0.14 96.5 ± 1.7
S-PZT-P Soft-type PZT ceramic pellet ∼7.17 7.54 ± 0.10 95.1 ± 1.3
BT-C Composite Ba(ZrxTi1−x)O3 ∼14.7 4.52 ± 0.12 ∼5.30 85.4 ± 2.2
KNBNNO-C Composite (K0.52Na0.38Ba0.03) (Nb0.985Ni0.015)O2.9575 ∼11.7 3.59 ± 0.03 ∼4.21 85.2 ± 0.6
H-PZT-C Composite Commercial hard-type PZT ∼18.7 5.93 ± 0.05 ∼6.72 88.1 ± 0.8
S-PZT-C Composite Commercial soft-type PZT ∼18.1 6.05 ± 0.05 ∼6.50 93.0 ± 0.8


Ball-milling was then performed with ZrO2 beads (for BT) or without beads (for KNBNNO as the use of beads during mixing of raw powders caused substantial stoichiometric loss of alkali carbonates) in ethanol for 6 hours. The dried mixture was subjected to calcination at 1100 °C (BT) or 750 °C (KNBNNO) for 4 hours. K2CO3, Na2CO3 and NiO were stored at 220 °C prior to weighing owing to their hygroscopicity.23

The two Pb-based ceramic powders, H-PZT (APC-841, a hard-type PZT) and S-PZT (PZ29, a soft-type PZT), were purchased from American Piezo International (APC) Ltd. (USA) and Meggitt A/S (Denmark), respectively. To obtain a suitable particle size distribution, a ball milling procedure was performed for the as-purchased powders with ZrO2 beads in ethanol for 12 hours. The same procedure was also performed for the calcined Pb-free powders. After drying, each milled powder was sieved through a 200 μm mesh and was then shaped into green bodies with diameter of 10 mm for BT, KNBNNO and H-PZT, 13 mm for S-PZT, and 14.5 mm for all ceramic powders under uniaxial pressure of approximately 90–110 MPa using polyvinyl alcohol (PVA) as the binder. The binder was subsequently burnt off at 550 °C for 10 hours and the green bodies were finally sintered at 1450 °C for 4 hours (BT, on a Pt substrate), at 1150 °C for 2 hours (KNBNNO, on a Pt substrate), at 1100 °C for 4 hours (H-PZT, in an alumina crucible), and at 1200 °C for 2 hours (S-PZT, in an alumina crucible), respectively. Note that the KNBNNO samples were covered under an alumina crucible during sintering to help suppress possible evaporation of the alkali elements.23 Also, powder beds were made for the H-PZT and S-PZT using the same corresponding powders and the samples were covered under an alumina crucible to help prevent possible loss of Pb during the high-temperature sintering process.1 Dimensions of the four types of sintered pellets are shown in Table S1 in the ESI.

Smaller ceramic pellets were structurally and electrically characterized, whereas the larger pellets shaped with the 14.5 mm die were crushed in a mortar using a pestle. The crushed ceramics were sieved through a series of meshes of 425 μm, 180 μm, and 63 μm, consecutively. Particles in sizes between 63 and 180 μm, which mimicked filler materials recycled from worn-out devices, were collected for the following upside-down composite fabrication.

2.2. Synthesis of PTMA–CdCl3

The starting reactants of PTMA–Cl (≥98%, Sigma-Aldrich, USA) and CdCl2 (99.99%, Sigma-Aldrich, USA) were weighed stoichiometrically. A mixed solution of acetonitrile and deionized water (volume ratio of 3[thin space (1/6-em)]:[thin space (1/6-em)]2) was used to dissolve the reactants in a concentration of 13.3 w/v% and then the solution containing C6H5N(CH3)3+, Cd2+, and Cl+ was stirred for 24 hours.18 After passing through a 0.2 μm PTFE (polytetrafluoroethylene) filter, cm-sized PTMA–CdCl3 crystals were grown via slow precipitation statically in 3–4 weeks.

2.3. Fabrication of upside-down composites

Using crushed and particle size-controlled (63–180 μm) ceramics as the filler and PTMA–CdCl3 as the binder, four types of upside-down composites were made. 60 w/v% of ceramic filler particles were added in a 0.6 v/w% PTMA–CdCl3 acetonitrile–deionized water solution. The suspension was kept being stir-mixed whilst evaporating the solvents on a hot plate. Filler particles coated with PTMA–CdCl3 were obtained after the suspension was dried. Such a coating procedure followed the same mechanism as is reported in the literature.15 The coated filler particles were then mixed with 5 wt% crushed PTMA–CdCl3 crystals in a mortar with a pestle. During mixing, 3–4 drops of saturated PTMA–CdCl3 solution (prepared in Section 2.2) was also added to each gram of the filler material as the transport phase during shaping. The obtained mixture was then uniaxially hot-pressed in a cylindrical steel mold of 10 mm diameter under 250 MPa and at 150 °C for 30 minutes. Before releasing the pressure and being removed from the mold, the sample was cooled down to 50 °C. The amount of filler used to prepare each upside-down composite sample and dimensions of the composite samples are listed in Table S1.

2.4. Structural and electrical characterization

The density of the samples was measured using either Archimedes' method in ambient air and deionized water or the dimensional method (weight/volume). XRD (X-ray diffractometry) was used to analyze phases of crushed ceramics using a diffractometer (SmartLab 9 kW, Rigaku, Japan) under Co Kα1 radiation (λ = 1.7889 Å) at a scanning rate of 4° min−1 for 2θ. Lattice parameters were determined using the Rietveld refinement method in PDXL2 software. Elemental analysis was carried out on the carbon-coated surface of ceramic pellets using an electron-probe microanalyzer (EPMA) (JXA-8530F Plus, JEOL, Japan) with 15 kV acceleration voltage, 15 nA probe current, and 1–5 μm beam spot size. Nominal chemical formulae of the ceramics were calculated from the EPMA results. Using the unit cell volume (V) calculated from XRD results and theoretical molecular weight (A) calculated from EPMA results, the theoretical density (ρf) of each filler material was calculated based on eqn (1), where N is Avogadro's number and n is number of atoms per unit cell. Eqn (2) calculates the binder volume fraction (ϕb) in the composite, where mf is the mass fraction of the filler (0.95 for all samples) and ρb is the theoretical density of PTMA–CdCl3 (∼1.80 g cm−3, provided by single crystal XRD measurement in previous work18). Eqn (3) determines the theoretical density of the composite (ρc) with volume fractions of the filler (ϕf) and ϕb.
 
image file: d3su00348e-t1.tif(1)
 
image file: d3su00348e-t2.tif(2)
 
ρc = ρbϕb + ρfϕf(3)

The cross-sectional surface of the composite samples was polished in a vacuum under a cooling cross-section ion polisher (JEOL IB-19520CCP, Japan) with a stainless-steel source. The polished, carbon-coated surface was characterized under a field-emission scanning electron microscope (FESEM, ULTRA Plus, Carl Zeiss SMT AG, Germany) equipped with an energy dispersive X-ray spectroscopy (EDS) system under an acceleration voltage of 15 kV.

The ceramic pellets were polished down to 0.95–1.05 mm thick from both surfaces on a P1200 abrasive paper. Polished H-PZT and KNBNNO pellets were painted with an Ag-epoxy paste (H20E-4GM, Epoxy Technology, USA) which was cured at 150 °C for 30 minutes as the electrode. Polished S-PZT and BT pellets were screen-printed with an Ag conductive paste (735825, Sigma-Aldrich Co., South Korea) which was cured at 120 °C for 30 minutes. Another Ag conductor paste (5065, Dupont, UK) was painted on the composite samples and was cured at 130 °C for 10 minutes as the electrode.

Dielectric properties were measured at room temperature in the dark with an LCR meter (E4980AL, Keysight Technologies, USA). Poling was performed in the dark, in a silicone oil bath, and at room temperature for a period of 10 minutes. The poling electric fields for both ceramics and composites were 3 kV mm−1, 4 kV mm−1, 6 kV mm−1, and 3 kV mm−1 for BT, KNBNNO, H-PZT, and S-PZT, respectively. The poled samples were electrically shorted for 24 hours, and their respective longitudinal piezoelectric charge coefficient (d33) was subsequently measured with a d33 meter (YE2730A, APC International Ltd., USA) under 0.25 N alternating force at 110 Hz.24

3. Results and discussion

3.1. Phases and microstructure

Data associated with this work are openly available.25

The rationale for choosing these four piezoceramic compositions as the fillers was that they represent a broad range of material features and piezoelectric applications. BT-based compositions are popular Pb-free options showing moderate to very high piezoelectric response with relatively low Curie temperature compared to other piezoelectric counterparts.6 Their structural and electrical properties have been well understood in a large number of previous studies.26,27 They are also widely used in MLCCs (multilayer ceramic capacitors), which are an essential component with each electronic device containing hundreds or thousands of units.28 Therefore, BT was an ideal fundamental composition to study in this work, assuming the large MLCC market and other BT-based piezoelectric components to be potential resources for future recycling.

The KNN ((K,Na)NbO3) based compositions are another popular family of Pb-free piezoelectrics featuring high Curie temperature and impressive piezoelectric response.6 However, since pure KNN is hygroscopic and thus is unstable in ambient air with moisture being present, this work studied the KNBNNO as a representative KNN-based filler. It has been proven in previous research that minor doping of Ba and Ni in KNN could result in a much better stability of the fabricated ceramic samples working in a wet environment.29 This makes the KNBNNO filler suitable for the organometal halide perovskite coating procedure in an aqueous solution carried out in this work. KNBNNO's chemical formula used in this work was selected for the optimum piezoelectric response by screening data reported in previous works.20

Both the H-PZT and S-PZT are from the PZT family, but they exhibit distinctive properties. H-PZT is a hard-type PZT featuring high Curie temperature, high mechanical strength, low dielectric loss, and large coercive field. They are often used in actuators such as piezoelectric motors and vibration control units.1

S-PZT is a soft-type PZT featuring very high piezoelectric response, but lower Curie temperature, higher dielectric loss, and smaller coercive field compared to H-PZT. Their excellent piezoelectricity is usually employed in high-sensitivity sensors and energy harvesters.3,30–32 In addition, studying how to recycle these two Pb-based compounds has an extra benefit for solving the environmental issues as presented in the introduction.

Fig. S1 in the ESI shows the pictures of sintered ceramic pellets and their corresponding upside-down composites fabricated in this study. The dimensions of the ceramic and composite samples were made comparable to each other for a fair evaluation of the microstructural and functional changes from ceramics to composites. XRD reflections of the four ceramic fillers are shown in Fig. 1 marked with corresponding perovskite (¤) and secondary (#) phases. The Rietveld refinement results are shown in Fig. S2–S5 and Tables S2–S9 in the ESI using PDF numbers of 00-066-0857, 01-087-7260, 00-067-0380, and 01-070-0638 as the major phase references and 04-005-5869, 04-006-0584, and 04-014-5162 as the secondary phase references. Accurate chemical compositions of all the fillers calculated from the EPMA results are displayed in Table S10 in the ESI.Fig. 2 demonstrates the microstructure of the BT composite (BT-C) by FESEM micrograph and EDS maps. Fig. S6–S8 display the microstructure of other composite samples, i.e., KNBNNO-C, H-PZT-C, and S-PZT-C, respectively.


image file: d3su00348e-f1.tif
Fig. 1 XRD reflections of piezoceramic fillers: (a) BT, (b) KNBNNO, (c) H-PZT, and (d) S-PZT. Major perovskite phases are marked with ‘¤’ and secondary phases are marked with ‘#’.

image file: d3su00348e-f2.tif
Fig. 2 FESEM micrograph and EDS maps of upside-down composite sample BT-C.

From Fig. S2–S5, good fits are obtained for all fillers with the parameter Rp, which quantifies the exactness of the fit to the observed XRD reflections, remaining at low values of <10%. Expected oxide perovskite phases were properly formed in all the ceramic samples with space groups of P4mm (tetragonal perovskite phase) for H-PZT and S-PZT, and Amm2 (orthorhombic perovskite phase) for BT and KNBNNO. Although BT was expected to have a tetragonal perovskite phase as is commonly observed,27 Zr ingress (≈3 mol%), which might be introduced with impurities of the starting reactants or during the milling procedure, caused a phase shift from tetragonal to orthorhombic that is consistent with the literature.33 The Zr ingress is also evident in the EDS images of Fig. 2. A secondary phase (Fig. 1a) was defined as Ba2ZrO4 (space group: 139: I4/mmm and tetragonal crystal structure) with reflections at 2θ of 31.82°, 34.07°, 45.61°, and 58.14°. A reflection at 2θ of 33.40° could not be identified, possibly due to minor impurities present in the starting reactants.

In Fig. 1b, the lattice parameters of the perovskite phase for KNBNNO agreed with those in the literature.34 In addition, a secondary phase was formed with evidence of minor reflections between 29° and 42°. They matched a tungsten bronze phase with a chemical formula of Ba3Nb4.67Ni0.33O15 (space group: 100: P4bm and tetragonal crystal structure) which is also typically seen in the literature.20 According to Fig. 1c and d, both the sintered H-PZT and S-PZT ceramics formed expected perovskite phases which were identical to those existing in the as-purchased powders. However, the H-PZT had some reflections attributed to secondary or unknown phases at various 2θ across the measurement range. This might be because of possible Pb loss during sintering which caused an uneven distribution of dopants. Evidence could be found in the EDS maps for the hard-PZT composite (H-PZT-C) in which Sb and Mn were seen to be inhomogeneously spread across the filler particles, as shown in Fig. S7. As expected, the secondary phase was matched to Pb(Zr0.5Ti0.5)O3 (space group: 227: Fd[3 with combining macron]m, choice-2 and cubic crystal structure). Similarly, the S-PZT had an unidentified reflection at 2θ of 49.7° which could be assigned to the segregated Sr detected in the fillers of the soft-PZT composite (S-PZT-C), as shown in Fig. S8.

According to subsequently calculated data shown in Table 1, all the ceramic pellets achieved relative densities of 91–97%, indicating good microstructural quality of the sintered ceramic fillers.

The good filler quality, together with the proper selection of the binder, consequently induced high-quality upside-down composites. As demonstrated in Fig. 2, a high packing density between the BT filler and PTMA–CdCl3 binder particles can be observed. Referring to the term upside-down composite, the FESEM micrograph and EDS maps clearly visualized the high volume-fraction of the BT filler. Meanwhile, no major microstructural defects, such as voids, pores, or cracks, were noticed at the boundaries between BT and PTMA–CdCl3 particles. Similar situations shown in Fig. S6–S8 concluded a successful fabrication of the upside-down composites between oxide and halide perovskites in this work with a similar microstructure that has been reported in previous works.15,16 EDS maps for all the composites indicated that constitutive elements of the fillers and those of the binder were seen only in their respective particles. This implies that no reaction happened between the filler and binder, likely due to the process combining a lower fabrication temperature and a pressure-assisted densification procedure which did not provide enough activation energy for cross reaction, as opposed to the case for high-temperature sintering.

3.2. Dielectric properties

Fig. 3 shows the frequency-dependent dielectric properties of samples BT-P (ceramic) and BT-C (composite) in the frequency range of 20 Hz to 100 kHz. The frequency dependent dielectric properties for the KNBNNO, H-PZT and S-PZT ceramic and composite samples in the same frequency range are shown in Fig. S9–S11 in the ESI.
image file: d3su00348e-f3.tif
Fig. 3 Dependence of relative permittivity (εr) and dielectric loss (tan(δ)) on frequency for unpoled and poled (a) BT-P and (b) BT-C measured at room temperature in the dark.

The relative permittivity (εr) and dielectric loss (tan(δ)) for both the unpoled and poled states are provided in the figures. The distinctive values of unpoled and poled permittivity and dielectric loss indicated an effective poling procedure for all the ceramic and composite samples. From the figures, it is seen that the composite samples generally exhibited a decreasing trend of permittivity and dielectric loss with the increase of frequency, whereas some ceramic samples such as KNBNNO-P and S-PZT-P tended to be more sensitive to frequency change. The behavior of frequency dependence was affected by different resonant frequencies of dipoles and ferroelectric domains.35 All the composite samples had poled permittivity values greater than their respective unpoled permittivity values possibly owing to a ferroelastic contribution from the PTMA–CdCl3 binder.18 During poling of the composites, the ferroelastic properties of the PTMA–CdCl3 binder eased the domain pinning effect that would have otherwise resulted on the fillers with a non-ferroelastic binder. This type of polarization behaviour has already been observed in ferroelectric hysteresis loops conducted on upside-down composites fabricated with PTMA–CdCl3 as a binder.9

In the ceramic samples, the trend of the unpoled and poled permittivity values was not straightforward compared to the composite samples. For instance, in the H-PZT-P and S-PZT-P ceramic samples, the unpoled permittivity values were smaller than their poled counterparts. This is attributed to the tetragonal crystal structures of their primary phases (Tables S7 and S9). Increased permittivity after poling is often empirically observed due to the dominance of 180° domain reorientation.36,37

The evolution of permittivity after poling for the BT-P and KNBNNO-P ceramics was analogous with orthorhombic phases identified (Tables S3 and S5), giving decreased permittivity values in the poled states associated with non-180° domain reorientation.

Fig. 4 compares the dielectric properties between the ceramic and composite samples in a more straightforward way by extracting unpoled relative permittivity and dielectric loss values at 1 kHz. Percentages of εr and tan(δ) for the composites with respect to those for the ceramic counterparts are also placed alongside. As can be seen in Fig. 4, all the ceramics achieved comparable dielectric properties to those reported in the literature correspondingly.20,26,38,39 More information can be found in data associated with this work.25


image file: d3su00348e-f4.tif
Fig. 4 (a) Relative permittivity (εr) and (b) dielectric loss (tan(δ)) of unpoled BT, KNBNNO, H-PZT, and S-PZT ceramic and composite samples measured at 1 kHz, and ratio of (a) the composite relative permittivity value (εr-composite) to the corresponding ceramic relative permittivity value (εr-ceramic) shown as a percentage ((εr-composite/εr-ceramic)%) and (b) the ceramic dielectric loss value (tan(δ)ceramic) to the corresponding composite dielectric loss value (tan(δ)composite) shown as a percentage ((tan(δ)ceramic/tan(δ)composite)%) for the four compounds.

As shown in Fig. 4a, the BT composite (BT-C) yielded the largest relative permittivity (≈245) compared to other composites (i.e., ≈170 for KNBNNO-C and ≈210 for H-PZT-C and S-PZT-C). It can also be noticed that across different compositions, the distribution of εr values of the composites was relatively narrow (i.e., within 30–45% variation) compared to that of the ceramics (i.e., as large as 50–120% variation).

The reduced and narrowly distributed permittivity in the composites was due to the interplay between the inherent contribution of permittivity from the filler to the composite and thus the ‘composite effect’ that occurred between a high-permittivity filler and a low-permittivity binder (εr ≈ 10 for the PTMA–CdCl3 crystal18). A larger difference between permittivity values of the filler and binder would increase the dominance of the binder in contribution to measured permittivity of the overall composite.40–42 This phenomenon appeared due to a lack of interconnectivity between the filler particles in 0–3 composites where fillers are randomly dispersed in the binder, which is the case in this work. During the LCR measurement, the input electric field was actually applied more on the low-permittivity binder than on the high-permittivity fillers.40,41,43

Therefore, the largest εr value exhibited by BT-C among all the composites was attributed to a moderate permittivity value of the BT filler acting against its own composite effect (Fig. 3a). The composite effect could also be clearly seen when assessing the retainment of εr values in composites compared to those in corresponding ceramics. As shown in Fig. 4a, the percentage of εr values of the composites out of their ceramic counterparts was about 20% for the pairs of BT-C/BT-P, KNBNNO-C/KNBNNO-P and H-PZT-C/H-PZT-P. However, the percentage for the S-PZT-C/S-PZT-P pair was only about 10% owing to more disparate permittivity values between the S-PZT filler and the PTMA–CdCl3 binder (Fig. S11a).

It should be noted that the upside-down composites prepared in this study had filler volume fractions higher than that in conventional 0–3 dielectric and piezoelectric composites which enabled the filler's permittivity to have a more significant influence in the whole composite sample and thus the composite effect in this work was less severe compared to the cases in previous works.44,45 This also provides an advantage of using upside-down composites over using conventional 0–3 composites for recycling.

As can be seen in Fig. 4b, tan(δ) values of the composites were in the range of 0.02–0.08 and they were higher than those of their ceramic counterparts. This was due to the same composite effect discussed above, which forced the electric field during LCR measurement to concentrate on the highly lossy PTMA–CdCl3 binder (tan(δ) ≈ 0.25 (ref. 18)) rather than on the low-loss fillers (tan(δ) ≈ 0.01–0.03).

The composite effect phenomenon also explains the largest tan(δ) value of ≈0.08 in S-PZT-C among all the composites because of exaggerated distortion of electric field distribution between the filler and binder, as discussed above. The S-PZT-P and H-PZT-P showed the lowest level of tan(δ) values and, as a result, the ratio of the ceramic tan(δ) value to the composite tan(δ) value was significantly lower for these two compounds (Fig. 4b). However, the absolute tan(δ) values for these two types of composites were distinctive where S-PZT-C was three times more lossy (tan(δ) ≈ 0.08) than H-PZT-C (tan(δ) as low as 0.02). The higher loss in S-PZT-C could also be augmented by the ‘soft’ properties of the S-PZT filler.46,47 The H-PZT-C implied a good retention of the ‘hard’ properties of its filler in the composite.

In addition to the influence caused by the difference between the filler and binder, the dielectric properties of the composites could also be affected by possible presence of microstructural voids such as intergranular pores, although no major pores were visualized in the microstructure of the fabricated upside-down composites (Fig. 2 and S6–S8).

3.3. Piezoelectric properties and trade-off between energy consumption and performance

Fig. 5 and Table 2 compare the piezoelectric properties of the ceramic and composite samples fabricated in this work between each other as well as with relevant piezoceramics and composites selected from the literature, including frequently studied excellent compositions and their variants based on BT, (Ba0.85Ca0.15)(Ti0.9Zr0.1)O3 (BCZT), KNN, PZT, Pb(Mg(1/3)Nb(2/3))O3–PbTiO3 (PMN–PT), and commercial PZT-5A.16,17,32,48–58
image file: d3su00348e-f5.tif
Fig. 5 (a) d33 of poled BT, KNBNNO, H-PZT and S-PZT ceramic and composite samples and ratio of the composite d33 value (d33-composite) to the corresponding ceramic d33 value (d33-ceramic) shown as a percentage ((d33-composite/d33-ceramic)%); and (b) dependence of longitudinal piezoelectric voltage coefficient (g33) on the energy budget of fabrication (Φ) for the ceramic and composite samples studied in this work as well as for selected high-performance counterparts reported in the literature.16,17,32,48–58 In (b), the datapoint marked with * has an actual value of zero.
Table 2 Summary of piezoelectric properties and energy budget of fabrication for Pb-free and Pb-based piezoelectric ceramics and composites which were fabricated in this work and selected from the literature
Sample ID/material Densification method Maximum processing temperature (°C) g 33 (mV m N−1) FOM (×10−12 m2 N−1) Φ (×103 °C h) Reference
a Details on whether measured permittivity was from an unpoled or poled sample were not provided in the reference for g33 calculation. b Details for calculation of Φ were not fully provided in the cited study and a close substitute was used instead.
BT-P Solid-state sintering 1450 26.7 ± 0.2 7.9 ± 0.1 10.2 This work
BT-C Upside-down composite 150 19.2 ± 1.7 0.9 ± 0.2 0.1 This work
BT Reactive hydrothermal liquid-phase densification 240 9.0a 0.8 17.3 53
BT Sintering with LiF as sintering aid 1100 10.7a 2.9 6.6b 54
BCZT Sol–gel followed by solid-state sintering 1450 29.0 18.5 5.7 55
BCZT Sintering with CeO2 as sintering aid 1350 14.0a 8.4 7.9 56
KNBNNO-P Solid-state sintering 1150 11.7 ± 0.2 1.0 ± 0.0 5.3 This work
KNBNNO-C Upside-down composite 150 12.9 ± 1.0 0.3 ± 0.0 0.1 This work
(K0.5Na0.5)NbO3 Cold sintering-assisted sintering 1115 19.7a 2.6 7.9 57
(K0.5Na0.5)NbO3 Solid-state sintering 1115 33.0a 3.9 7.9 57
(K0.5Na0.5)NbO3 Cold sintering followed by annealing 850 20.2 3.0 5.6 58
0.98(K0.5Na0.5)NbO3–0.02Ba(Ni0.5Nb0.5)O3−Δ Solid-state sintering 1165 11.9 ± 0.8 1.2 ± 0.2 5.7 32
0.965(K0.48Na0.52)(Nb0.95Sb0.05)O3–0.035Bi0.5(Na0.82K0.18)0.5HfO3 Solid-state sintering 1090 23.7a 12.5 8.4 48
0.96(K0.48Na0.52)(Nb0.95Sb0.05)O3–0.04Bi0.5(Na0.82K0.18)0.5ZrO3 Solid-state sintering 1085 25.2a 12.3 8.4 49
0.3 wt% ZnO-doped (K0.5Na0.5)NbO3–0.02(Bi0.5Li0.5)TiO3–0.06BaZrO3 Sintering with ZnO as sintering aid 1200 18.2a 6.4 8.4 50
H-PZT-P Solid-state sintering 1100 24.3 ± 0.2 4.8 ± 0.1 8.0b This work
H-PZT-C Upside-down composite 150 21.8 ± 0.9 0.9 ± 0.1 0.1 This work
S-PZT-P Solid-state sintering 1200 24.3 ± 1.3 12.4 ± 1.4 6.0b This work
S-PZT-C Upside-down composite 150 36.0 ± 2.4 3.5 ± 0.5 0.1 This work
S-PZT–LMO Upside-down composite 22 32.7 2.7 0.0 16
S-PZT-(am-TiO2) Upside-down composite 350 51.7 7.8 0.4b 17
PZT-5A Cold sintering followed by annealing 900 16.8a 3.3 28.7 52
2.5 mol% Sm-doped 0.7PMN–0.3PT Solid state sintering 1250 15.3a 16.7 11.9 51


Fig. 5a shows the d33 values of the four types of ceramics and their corresponding composites studied in this work alongside the percentage of the composite d33 values with respect to those of their ceramic counterparts. The percentages provide information on the retainment of the piezoelectric properties of the fillers after being fabricated into upside-down composites. According to Fig. 5a, all the ceramics exhibited comparable d33 values to those reported in the literature.20,26,38,39 This proves that the presence of the identified and unidentified secondary or impurity phases detected by XRD (Fig. 1) did not degrade the piezoelectric properties to a noticeable extent and thus was not considered as an issue for the upside-down composites made with these ceramic fillers.

Fig. 5a also shows the fact that variation of the ceramic and composite d33 values followed the same trend, i.e., S-PZT-P (≈510 pC N−1) > BT-P (≈295 pC N−1) > H-PZT-P (≈200 pC N−1) > KNBNNO-P (≈85 pC N−1) for ceramics, and S-PZT-C (≈100 pC N−1) > BT-C (≈45 pC N−1) > H-PZT-C (≈40 pC N−1) > KNBNNO-C (≈20 pC N−1) for composites. This fact indicated that no net effect on piezoelectric properties was contributed by the binder. The decrease of d33 from the ceramics to the composites could be attributed to reasons as follows:

(1) As has been explained for dielectric properties, the electric field distribution inside the composite samples was dominated by the low-permittivity PTMA–CdCl3 which was induced by the composite effect. As a result, the actual poling electric field in the composite was lower than the applied electric field,45,59 as illustrated by eqn (4), where Efiller is the electric field in the filler, Eapplied is the applied electric field, R is the ratio of the average filler particle size to the filler interparticle distance, and εbinder and εfiller are relative permittivities of the PTMA–CdCl3 and filler, respectively.

 
image file: d3su00348e-t3.tif(4)

This reason was supported by the comparison between KNBNNO-C and other composite samples where the ratio of composite d33 to ceramic d33 was the highest for KNBNNO-C because of the least disparate permittivity values between the KNBNNO filler and PTMA–CdCl3 binder (Fig. S9a) and thus the smallest influence on d33 by the composite effect.

(2) Lack of piezoelectricity in the PTMA–CdCl3 binder9 formed an inactive barrier between the filler particles, reduced the interconnectivity of short-range piezoelectric response, and consequently suppressed long-range piezoelectric response.

(3) As can be seen in Table 1, the composite samples had lower relative densities (85–93%) compared to their ceramic counterparts (91–97%), indicating a higher porosity in the composites. Higher porosity is a characteristic of pressure-assisted densification processes made between two elastically dissimilar materials.15,16

Despite inferior d33, the composite samples showed piezoelectric voltage coefficient (g33) values comparable to, or even larger than, those of corresponding ceramic samples, as is listed in Table 2. Variation of the g33 followed a similar trend to that for the d33 among the composite samples, as g33 is dependent on d33 and εr (calculated as g33 = d33/εrε0 where ε0 is permittivity in a vacuum). In this regard, S-PZT-C showed the optimum g33 value of ≈36 mV m N−1 as a result of its largest d33 and moderate permittivity among the composites. S-PZT-C also showed a larger g33 than S-PZT-P (≈25 mV m N−1). Such an increase of g33 benefited from the composite effect which significantly lowered the material's permittivity. A similar mechanism has also been employed by research works on porous piezoelectric materials.44

Furthermore, the true value of using the oxide–halide perovskite upside-down composite method to potentially recycle piezoceramics comes when considering the energy budget of fabrication (designated as ‘Φ’ in Fig. 5b and Table 2). The Φ value was calculated based on the product of peak temperature and hold time implemented in each type of fabrication process to produce the desired functionality, as has been reported in previous work.7 For instance, in the solid-state route, the product of calcination temperature and time and that of sintering temperature and time were summed to provide a measure of energy budget needed for producing a piezoceramic sample that could exhibit desired piezoelectric properties. This parameter, Φ, is assigned the unit ×103 °C h.

It is obvious from Fig. 5b that, if sourcing the filler materials from waste piezoceramics, whilst being able to induce similar or larger g33, the upside-down composite fabrication method enabled a considerably lower Φ value, which was only about 1% of that to be used for fabrication of new piezoceramics.

Therefore, both the lower Φ and larger g33 in S-PZT-C compared to its own piezoceramic counterpart as well as to other high-performance piezoceramics (Fig. 5b and Table 2) sufficiently demonstrated the feasibility of the oxide–halide upside-down composite and recyclability of piezoceramics via such a method. It is also noted that in addition to S-PZT-C, H-PZT-C also showed a comparable g33 (≈22 mV m N−1) to those of S-PZT-P and H-PZT-P but with a negligible Φ. This implies that deployed piezoceramics like S-PZT and H-PZT in aged/worn-out devices could be potentially recycled and be made for a second life in applications demanding high g33, such as sensors, but at a much lower energy price. This would eventually contribute to sustainable production and use of toxic and hazardous Pb-based piezoelectric materials by avoiding, or at least postponing, the disposal of old PZT-based components that have a negative environmental contribution.

Recyclability using the oxide–halide perovskite upside-down composite method could also be proven with Pb-free piezoelectric compositions, with BT-C and KNBNNO-C showing g33 values of ≈19 mV m N−1 and ≈13 mV m N−1, respectively. Although these g33 values were not as competitive as those of their Pb-based counterparts, the significantly low Φ still provides an incentive to recycle Pb-free piezoceramics which had already offered potential environmental benefits by replacing Pb. On top of the environmental benefits, recycling Pb-free piezoceramics would offer additional benefits of saving on energy and material resource for our planet.

Table 2 also compares the piezoelectric energy harvesting figure of merit (FOM = d33 × g33), which is a universal indicator of energy conversion capability in kinetic energy harvesting applications.3 A FOM value of ≈3.5 × 10−12 m2 N−1 put the recycled sample, S-PZT-C, at the middle level among selected piezoceramics prepared via the solid-state high-temperature sintering route. However, if factors such as energy payback time,7 scaling-up capability and integration compatibility with other low-temperature fabricated components are emphasized in practice, the upside-down composite method may make the moderate FOM still attractive in some lower-end energy harvesters that require cost-effectiveness which could tolerate the use of recycled materials with reduced FOM.

4. Critical outlook

In this work, commercial piezoelectric ceramics (purchased from Morgan Technical Ceramics Plc, UK), referred to as O.S-PZT-P, which were older than 20 years, were also truly recycled using the method reported above. Table 3 compares the properties of the O.S-PZT-P with those claimed by the manufacturer in freshly made samples as well as those of S-PZT-P, S-PZT-C, and O.S-PZT-C. The O.S-PZT-C sample was made via the following process: (1) removing the electrodes of O.S-PZT-P by sanding; (2) depoling at 500 °C; (3) crushing and sieving to obtain the filler and then making composites using the same method described in Section 2.
Table 3 Summary of d33, εr, and g33 of the S-PZT and O.S-PZT ceramics and upside-down composites
Material d 33 (pC N−1) ε r after poling at 1 kHz (—) g 33 (mV m N−1) Reference
a Information about poling and frequency was not given in the manufacturer's datasheet.
Soft-type PZT ceramic 630 3300a 21 38
S-PZT-P 509 2363 24 This work
O.S-PZT-P 588 2460 27 This work
S-PZT-C 97 304 36 This work
O.S-PZT-C 30 240 14 This work


It can be noticed in Table 3 that by recycling O.S-PZT-P, the O.S-PZT-C only showed one third of the d33 and g33 values of S-PZT-C. However, such performance deterioration is not considered a disadvantage of the recycling method itself. This is because after two decades, the commercial piezoelectric material (O.S-PZT-P) aged by only 6–7%. Meanwhile, the S-PZT-C was also made with the same commercial calcined soft-type PZT powder that was the same two-decade old. This implies that the decreased properties shown by O.S-PZT-C should have been caused by factors which need further investigation. Even if recycling retired components would lead to the property decrease, there can still be freshly made but rejected materials during the manufacturing process that can be recycled using the method presented in this work. More importantly, the decreased g33 value obtained from O.S-PZT-C was still rather decent and was comparable to the manufacturer claimed value for freshly made ceramics. Considering the negligible energy consumption, the recycling method is still highly appealing for retired materials.

In addition to age, mechanical properties may also affect the performance of the recycled materials. In order to understand this aspect, impedance analysis was carried out with an impedance analyzer (E4990A, Keysight, USA) for BaTiO3 ceramic and BT-C samples. Electromechanical and mechanical properties were then assessed viaeqn (5)–(7),24 where keff is the effective electromechanical coupling coefficient, YE11 is Young's modulus, QM is the mechanical quality factor, fr is resonance frequency, fa is anti-resonance frequency, ρm is the measured density of the material, d is sample diameter, |Zm| is impedance at resonance, and CT is the sample's capacitance at 1 kHz. Table 4 compares the impedance analysis results.

 
image file: d3su00348e-t4.tif(5)
 
YE11 = 4ρm(fr2)(d2)(6)
 
image file: d3su00348e-t5.tif(7)

Table 4 Comparison of the electromechanical and mechanical properties between BaTiO3 ceramic and BT-C samples
Material k eff Y E11 (GPa) Q M (—)
BaTiO3 ceramic 0.35 195 106
BT-C 0.23 54 21


According to Table 4, the composite could achieve about 66% of the keff value of the ceramic counterparts, implying that the electromechanical coupling of the composite samples was still comparable to that of the ceramics. Due to the softness of the binder, the composite could only yield about 28% of the Young's modulus value, and about 20% of the mechanical quality factor value, of the ceramic counterparts. Such a decrease in mechanical properties may shorten the lifetime of the composites for heavy-load applications. For this reason, the recycled materials should be used with light duty, and further research should find ways to improve the mechanical properties of the composites.

With regards to the effect of possible material aging on the lifespan, the aging of the binder might be an issue. However, it is proven that stable d33 for at least one year can be achieved when utilizing 0.1 wt% of recycled MAPbI3 as addition in the binder phase.9 This was attributed to the suppression of the depolarization field present in the composite by the MAPbI3 which has both high permittivity and conductivity. Therefore, material aging is not likely a concern for lifespan of the composites.

5. Conclusions

Upside-down composites consisting of an oxide perovskite filler and halide perovskite binder have been successfully fabricated. These newly made composites have demonstrated a potential recycling method for both Pb-based and Pb-free piezoceramics. No cross-reactions between the filler and binder have been observed from the microstructure, which is an expected consequence of the ultralow-temperature densification route. Dense packing between filler and binder particles with high filler volume fraction has been achieved.

The fabricated oxide–halide upside-down composites have exhibited lower relative permittivity, higher dielectric loss and lower piezoelectric charge coefficient compared to their ceramic counterparts due to a combined influence of (i) composite effect with applied electric field concentrating on the low-permittivity binder, (ii) piezoelectrically inactive binder, and (iii) porosity. The largest d33 value has been found in the soft-PZT composite (≈100 pC N−1) followed by the BT composite (d33 ≈ 45 pC N−1), hard-PZT composite (d33 ≈ 40 pC N−1), and KNBNNO composite (d33 ≈ 20 pC N−1).

Despite the inferior piezoelectric charge coefficient, the fabricated composites have been competitive in terms of piezoelectric voltage coefficient with the soft-PZT composite showing the largest g33 value (≈36 mV m N−1) followed by the hard-PZT composite (g33 ≈ 22 mV m N−1) and BT composite (g33 ≈ 19 mV m N−1). This performance, derived from a more drastic decrease of permittivity than d33 from ceramic fillers to composites, is comparable to those of high-temperature sintered piezoceramics. More importantly, the energy budget needed to fabricate the oxide–halide perovskite upside-down composites from recycled filler materials is negligible compared to making new respective piezoceramics.

This provides a strong motivation for future recycling of piezoceramics from aged and retired piezoelectric devices via this method and then giving the recycled materials a second life in sensing applications. The moderate energy harvesting figure of merit obtained from soft-PZT composites may also be suitable for less-demanding energy harvesters made from recycled materials.

Prospective future works may include exploration of approaches for further increasing the piezoelectric charge coefficient using piezoceramic fillers with ultrahigh permittivity coupled with an ultrahigh piezoelectric charge coefficient. High permittivity may promote the composite effect, decrease overall permittivity of the composite, and thereby increase the piezoelectric voltage coefficient when subject to sufficient poling. Also, a higher piezoelectric charge coefficient directly contributes to a higher piezoelectric voltage coefficient in the composite. Families of BCZT and high-performance KNN piezoceramics6 may be good filler candidates. Meanwhile, experimenting with a piezoelectrically active binder, seeking for non-toxic binders (e.g., Cd-free options), and incorporating halide perovskites that are used in solar cells as binders may also be future research directions in order to further improve the generic piezoelectric properties of recycled materials, enhance the environmental friendliness of this recycling method, and reduce the carbon footprint of the energy and electronics industries, respectively.

Data availability

Data associated with this work are available at https://doi.org/10.23729/099a0c0b-c416-45c2-832e-27c6bfa1ae15.

Author contributions

S. S. A. – data curation, formal analysis, investigation, methodology, visualization, writing-original draft, writing-review & editing. M. T. – data curation, methodology. M. N. – investigation, methodology, supervision, writing review & editing. J. P. – investigation, supervision, writing-review & editing. H. J. – conceptualization, funding acquisition, resources. J. J. – funding acquisition, resources. Y. B. – conceptualization, formal analysis, funding acquisition, methodology, project administration, resources, supervision, validation, writing-review & editing.

Conflicts of interest

There are no conflicts to declare.

Acknowledgements

This research has been funded by Infotech Institute, University of Oulu as a spearhead project. The authors acknowledge the Centre for Material Analysis, University of Oulu for providing necessary equipment and facilities. The authors also acknowledge Dr Jaakko Palosaari and Mr Vasilii Balanov for research assistance.

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