Miguel A. Torre Cachafeiro*ab,
Stéphanie Narbeyc,
Beat Ruhstallerad,
Frank Nüesch
be and
Wolfgang Tress
*a
aInstitute of Computational Physics, Zurich University of Applied Sciences (ZHAW), 8400 Winterthur, Switzerland. E-mail: miguel.torre@zhaw.ch; wolfgang.tress@zhaw.ch
bInstitut des Matériaux, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
cSolaronix SA, 1170 Aubonne, Switzerland
dFluxim AG, 8400 Winterthur, Switzerland
eLaboratory for Functional Polymers, Swiss Federal Laboratories for Materials Science and Technology (Empa), 8600 Dübendorf, Switzerland
First published on 27th August 2025
The current density–voltage (J–V) curve of perovskite solar cells (PSCs) commonly depends on the voltage scanning rate and direction, due to the presence of mobile ionic charges which screen the electric field, lowering the total driving force for charge extraction. In this study, experimental data and drift-diffusion simulations are combined to provide new insights into scan rate dependent J–V curves, focusing on triple mesoscopic carbon-based PSCs (CPSCs), which show a distinct current overshoot (‘bump’) in the backward scan which had not been fully explained until now. Additionally, the thickness optimisation problem in CPSCs is shown to be governed by the ionic distribution, which determines the ability to collect charge photogenerated in the ZrO2 layer. Using simulations, we provide intuitive visual representations of the changes in electric field across the perovskite absorber during voltage scans at different rates, which determine the hysteresis and occurrence of the bump as a result of the polarity inversion of ionic space charge layers. The spatial maps obtained are directly correlated with experimental temperature- and voltage-dependent measurements of external quantum efficiency (EQE), offering an innovative and effective method to visualise ionic screening. This study introduces significant insights for the design and optimisation of CPSC devices considering ionic effects and presents a versatile characterisation approach applicable to all PSC architectures.
Broader contextIn recent years, lead halide perovskite-based solar cells (PSCs) have emerged as a potentially disruptive photovoltaic technology, offering high power conversion efficiencies (PCEs) with low manufacturing costs and simple fabrication via solution processing. Perovskite semiconductors are quite unique; despite their mixed ionic-electronic conductivity and the high defect densities expected from solution processing, PSCs can easily achieve high PCE values. While the defects most likely to form mostly induce shallow energy levels close to the band gap edges, ionic defects are mobile and often critically affect the performance of PSCs as they redistribute to screen the electric field. The effects of mobile ions on the transient J–V response of PSCs are investigated through a combined experimental and simulation approach, focusing specifically on a characteristic current maximum, or bump, which is often observed. Fully-printable carbon-based PSCs (CPSCs) are used as an example, since the bump is highly common for such architectures, which have emerged as a solution towards higher stability using abundant materials. The findings shed light on the device physics of PSCs and provide new characterization approaches useful towards device optimisation. |
In addition to these effects, a current overshoot (‘bump’) in J–V backward scan curves has been observed in multiple studies across different device architectures.8–13 This is an intriguing feature as lowering the voltage reduces photocurrent, something that does not commonly happen in standard solar cells. For mesoscopic carbon-based PSCs (CPSCs), the occurrence of the bump and JSC difference has been characterised in detail by De Moor et al.,11 where this phenomenon was attributed to a temperature-activated ionic effect, in agreement to numerous reports linking hysteresis to ion migration (iodine vacancies) in lead halide perovskites.14 However, a better physical understanding of ion redistribution as a likely cause of a bump in the J–V curve requires further systematic investigations, especially to clarify why J–V hysteresis may manifest with and without bump. In this study, we take a closer look at the underlying mechanisms behind scan rate-dependent current collection losses and the characteristic bump observed in the J–V curves of CPSCs.
PSCs generally consist of a perovskite absorber between selective layers, also known as charge transport layers (CTLs). PSCs can be realised with different architectures; using fully planar stacks in an n–i–p or p–i–n order, introducing a mesoporous electron transport layer (ETL), or even in a fully mesoscopic configuration without a hole transport layer (HTL). The latter, including a carbon-based electrode (CPSCs), have emerged as a promising solution to address the stability and scalability challenges faced by other architectures.15–18 However, their performance in terms of PCE still lags behind the record efficiencies obtained with other single-junction PSC stacks. In CPSCs, perovskite is infiltrated as a last fabrication step onto the mesoporous scaffold comprised of titania (m-TiO2)/zirconia (m-ZrO2)/carbon deposited on a compact layer of TiO2 on top of fluorine-doped tin oxide (FTO) glass, as depicted in Fig. 1a. The TiO2 layer is the ETL, whereas the ZrO2 layer acts mainly as a spacer and no HTL is used. A comprehensive summary of this device architecture is given by Han et al.19 The fabrication details for the CPSCs devices used in this study can be found in the SI. The perovskite consists of methylammonium lead triiodide (MAPbI3), incorporating a 5-ammonium valeric acid (AVAI) additive, forming (5-AVA)xMA1−xPbI3. AVAI has been found to be crucial for improving performance and stability in CPSCs.20
Different recombination mechanisms may dominate in different PSC architectures, depending on the perovskite layer quality, transport layers, interfacial properties, etc. In CPSCs, the m-TiO2 region provides an extended interface which results in high non-radiative recombination throughout the bulk mixed perovskite-oxide medium, which appears to be the main obstacle to improve the open circuit voltage (VOC).21 Grain boundaries due to the limited pore sizes in m-ZrO2,22 the interface between m-TiO2 and m-ZrO2,23 as well as the non-selective interface with the carbon-based back contact,24 have also been suggested to be significant recombination sources. In this work we show how ionic screening can prevent the collection of charges photogenerated in the m-ZrO2 region. Combining experiments and simulations we demonstrate that the electrostatic effect of mobile ions causes current collection losses and the characteristic bump in J–V curves of CPSCs, due to a screening effect which can be visualised using external quantum efficiency (EQE) measurements.
To better understand the cause of current losses, triple mesoscopic CPSCs with different oxide-perovskite layer thicknesses were measured. The JSC obtained for various m-TiO2 layer thicknesses is shown in Fig. 2. In this case the thickness of the m-ZrO2 was kept constant (1000 nm), as depicted in Fig. 2a. The JSC values in Fig. 2b originate from J–V curves measured shortly after fabrication, all at the same slow scan rate (1 mV s−1) with a solar simulator. In agreement with previous reports, thinner m-TiO2 layers result in lower JSC. Liu et al.21 argued that the photocurrent generated at the m-ZrO2 layer could not be collected, which is why a thicker m-TiO2 layer is needed. Variations of the scan-rate reveal a fuller picture: with a fast measurement (1000 mV s−1) starting from open circuit (OC), the difference between the different thicknesses is significantly smaller (Fig. 2c). This is better illustrated by the transient JSC upon switching from OC to short circuit (SC) as seen in Fig. 2d; the initial level is similar but the stabilised level differs greatly. The transient process behind this current loss has been discussed in previous work and attributed to the electric field screening effect of mobile ions.29 The dependence on the scan rate shown in Fig. 2c indicates that the effect of mobile ions also plays a role in the current scaling with layer thickness, i.e. in the ability to extract charges photogenerated in the m-ZrO2 region.
It should be noted that the JSC values measured freshly after fabrication (Fig. 2b) are higher than the ones in Fig. 2c–f, since the cells were stored for several months in between these measurements – this may have resulted in some slight degradation, e.g. a higher density of defects, which may increase the current loss further. Additionally, the J–V curves in Fig. 2c were measured for stored encapsulated samples, whereas Fig. 2d–f shows results for stored non-encapsulated samples, which is why the slow scan-rate and steady-state transient current do not exactly match. However, this does not compromise the analysis since the discussed trends and scaling with thickness are still the same after storage, for both encapsulated and non-encapsulated samples.
As discussed before, current collection losses depend on the illumination wavelength (Fig. 1e and f), so they can be more accurately analysed with EQE measurements to check for spectral variations. At room temperature, transient ionic effects in the seconds-timescales can be hardly measured by conventional EQE, since it is generally a slow measurement. Measuring at low temperature to slow down ionic movement, enables to compare the effect of different ionic distributions.30 By cooling under a forward bias around the illuminated VOC value, and then switching to SC and continuously recording EQE profiles over time, the transient spectral dependence of the ion-induced JSC losses can be resolved. Fig. 2e and f show low temperature (≈−30 °C) EQE transients for two different m-TiO2 thicknesses (150 nm and 800 nm respectively). Integration of the transient EQE profiles to compute JSC yields a similar transient as the JSC measured upon switching from OC to SC (Fig. S4). In recent work, we have shown how EQE losses at long wavelengths are caused by a low electric field in the bulk away from the compact TiO2 surface, as a result of the screening effect of mobile ions.30 In brief, before mobile ions have time to redistribute to screen the electric field at SC (when preconditioning with a forward bias), a higher electric field in the bulk aids in the extraction of charges photogenerated deeper in the absorber. For a low m-TiO2 thickness as shown in Fig. 2e, the transient EQE goes down over the whole spectral range, albeit still showing a greater loss at longer wavelengths (red region) as seen by the normalised spectra in Fig. S4. In contrast, if the m-TiO2 is much thicker as shown in Fig. 2f, the EQE decreases predominantly in the red, also in agreement with the current losses in Fig. 1f for a cell with 500 nm m-TiO2 thickness. Thus, for efficient charge collection, the thick m-TiO2 layer where bulk electron injection can take place seems primarily a necessity caused by the screening effect of mobile ions, which can be overcome by an adequate distribution of the mobile ionic charge.
Fig. 3 shows optical simulations (carried out using Setfos with the parameters provided in the SI) using an effective medium approximation to calculate the complex refractive index of the mixed perovskite-oxide layers, assuming volume fractions of 65% MAPbI3 and 35% oxide (TiO2 or ZrO2). The absorptance of each layer is shown in Fig. 3a, for devices with the different m-TiO2 layer thicknesses measured experimentally. When comparing the computed total photocurrent and the contribution from each oxide layer, the measured JSC mostly follows the contribution from the m-TiO2 region (Fig. 3b), confirming that the lower stabilised JSC values mainly originate from the inability to collect the m-ZrO2 photocurrent after mobile ions respond. Fig. S5a and b shows the same optical simulations and comparison with experimental JSC, now for a fixed m-TiO2 thickness of 500 nm, with varying the m-ZrO2 thickness. Increasing the m-ZrO2 thickness increases the JSC and brings it closer to the sum of the photocurrents (up to a maximum at 2000 nm after which the series resistance likely affects JSC), indicating that the non-selective carbon contact also plays a crucial role. The experimental EQEs as a function of m-ZrO2 thickness (Fig. S5c) further illustrate how an adequate spacing of the carbon contact can also help to minimize photocurrent loss, particularly for charges generated deeper in the cell (with light of longer wavelengths), as seen by the normalised spectra (Fig. S5d). The greater distance to the generation region seems to reduce the probability of recombination at the non-selective back contact, in agreement with the findings by Wagner et al.24
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Fig. 3 (a) Simulated layer absorptance for varying m-TiO2 thickness, with a constant 1000 nm m-ZrO2 layer, using an effective medium approximation with 65% MAPbI3 and 35% oxide. (b) Simulated 1 sun photocurrent (sum) and contribution from each layer, plotted together with the experimental steady state JSC values from Fig. 2b. |
Fig. 4a–d shows simulated scan rate dependent J–V curves starting with the BW scan from a steady state precondition at illuminated VOC (full set of scan rates in Fig. S7); the bump in simulations occurs as a direct result of the electric field screening effect of mobile ions, where the ionic density and mobility influence the scan rates at which the hysteresis area and relative bump height peak (Fig. S8–S11). In simulations, the different shapes of scan rate dependent J–V curves can be understood mainly from ionic screening in the presence of a high recombination rate. Fig. 4e–h shows the evolution of the electric field along the perovskite layer during the applied voltage sweeps, for an ion mobility of 5 × 10−10 cm2 V−1 s−1 (ionic charge profiles in Fig. S12). The sign of the electric field is defined as positive when it contributes to separating electrons and holes toward their respective terminals. As shown in Fig. 4, for a fast scan rate (1000 mV s−1) before ions have time to redistribute, the electric field is highest at SC and the evolution is mostly symmetric with respect to BW and FW scans, with the field changing sign only at voltages higher than VOC ≈ 1 V (Fig. 4a and e). However, with a lower scan rate (250 mV s−1), mobile ions are able to respond during the voltage scan and they completely screen the electric field in the bulk at around ≈0.25 V, reached shortly after having passed SC (Fig. 4b and f). This results in a JSC which is not affected, but in a sudden drop in the current for voltages between 0 and ≈0.25 V during the FW scan. As ions redistribute (a process that takes time), the scan rate remains faster than their ability to respond, causing them to remain in a distribution that leads to a reversal of the electric field, making it negative during the FW scan – in agreement with previous explanations by Calado et al.33 and Courtier et al.34 This lagging ionic distribution (for a lower voltage than the applied one) and the resulting inverted electric field lower the collected current significantly as seen by the larger hysteresis area. Decreasing the scan rate even more (50 mV s−1), results in an ionic field screening response which manifests earlier, already in the BW scan. This can be seen by the highest electric field occurring at the voltage where the bump in the J–V can be seen (Fig. 4c and g). After this point, the ionic screening effect causes the electric field to drop significantly, lowering the current. At this scan rate, the difference between the ionic redistribution time and the voltage ramp time is smaller. The field remains lower after the screening response, affecting the JSC. Since the ionic response still lags behind the voltage ramp, there is still a slight switch to a negative field in the bulk during the FW scan, which causes the current to drop to lower values than seen in the quasi-steady state (slowest scan rate) where the ionic response fully follows the voltage scan. The latter situation is shown in Fig. 4d and h, where the electric field in the bulk is almost completely screened at each applied voltage, as the scan rate is now slow enough for ions to reach a steady state at each voltage level, resulting in the lower JSC and showing no hysteresis. In essence, the bump in the BW scan (corresponding to a maximum in the bulk electric field before reaching SC) arises when the ionic response is slightly slower than the scan rate, causing it to lag but still respond within the BW scan duration.
Until this point, only the electric field in the bulk has been discussed. However, it can be seen at the edges of Fig. 4e–h, representing the interfaces with the CTLs, that when the field is high in the bulk, it can be negative at the interfaces (Fig. 4e), due to the large energetic offset (ΔECTL) and influenced by the space charge resulting from ionic accumulation (Fig. S32). Similarly, when ionic redistribution screens the field in the bulk, it remains high only close to the interfaces. The changes observed suggest a scan rate-dependent shift from bulk-to front interface-dominated spatial charge collection. Fig. 5 shows the spatial distribution of the total driving force for charge transport: the gradient of the electrochemical potential, or quasi-Fermi level (∇EF,n and ∇EF,p for electrons and holes, respectively), for the voltage scan where the bump is observed at 50 mV s−1 in Fig. 4 (the rest of the scan rates are shown in Fig. S13). The voltage level at which the current maximum in the J–V occurs is highlighted by a gold dashed line in Fig. 5a. Changes in the ionic charge (Fig. 5b) and electric field (Fig. 4g) are directly reflected in the total driving force for charge transport (Fig. 5c and d), which justifies our analysis based on electric field profiles. Notably, even when the electric field becomes negative, the total driving force still points in the desired direction but reduces accordingly, indicating that charge currents can still flow against the electrical force component, thanks to the chemical one. The bump, or decrease in current in Fig. 5a after the maximum, effectively coincides with the decrease of the driving forces in the bulk and increase close to the interfaces. The spatial changes in the driving force for charge currents can lead to differences in current collection depending on the absorption depth profile and thus the illumination wavelength, as shown by the simulated evolution of the EQE in Fig. 5e, which is experimentally accessible and can be used to visualise the shifts in collection efficiency along the depth of the absorber (caused by ionic screening), as discussed in the next section. The EQE simulations were carried out by perturbing the incident AM 1.5G illumination spectrum at different wavelengths (using a small-signal approach) for the different combinations of applied voltage and ionic space charge distribution corresponding to the different data points along the BW and FW sections of the transient J–V curve.
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Fig. 5 (a) Simulated J–V curve at 50 mV s−1 as in Fig. 4c and g, highlighting the voltage level where the current maximum occurs (dashed line in gold). (b) Transient ionic charge profiles during the voltage scan. The dashed grey lines indicate the point where ions are mostly compensated in the bulk (close to the ‘field-free’ situation in Fig. 4h). Evolution of quasi-Fermi level gradients for (c) electrons and (d) holes. Here, ∇EF is defined as positive when it drives carriers toward their respective collecting electrodes, and negative when it drives them toward the opposite contact. (e) Evolution of the EQE during the voltage scan. |
For ionic redistribution to significantly decrease the current collected at the terminals, there must be a highly competing recombination pathway.36 In the ideal case, all recombination happens radiatively (band to band).37 Ionic screening may in fact lead to reduced current collection with increased radiative recombination, as seen in transient photoluminescence (PL) measurements upon switching from OC to SC.29 Therefore, it seems not possible to simply assign the bump in the J–V curve to bulk SRH, as the increased bulk recombination could also be happening radiatively as illustrated in Fig. 8, showing how the PL-V curve mirrors the I–V response (note that the PL yield is relative and can only be analysed qualitatively). The dominant recombination mechanism cannot be identified from the occurrence of the bump alone, as illustrated in Fig. S14 showing bumpy J–V curves across various types of dominating recombination. Even for the fully radiative case (Fig. S15 and S16), charge transport limitations (due to reduced electronic mobility) may also increase the scan rate-dependent JSC loss and the bump. To clarify whether radiative or non-radiative recombination mechanisms dominate, the current loss would need to be compared quantitatively with the absolute PL yield, as both bulk radiative and SRH recombination may increase with screening (albeit differently depending on the charge carrier densities present). Furthermore, in HTL-free CPSCs the non-selective back contact can act as an additional recombination source if not spaced properly. In the drift-diffusion model, removing the HTL may introduce a major pathway for recombination. As a result the bump can be observed for the HTL-free situation without considering any bulk SRH recombination (Fig. S14c). This occurs because the non-selective contact becomes the main channel for current losses, with ionic screening resulting in enhanced losses, now via surface recombination (similar to Fig. S14b).
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Fig. 8 Experimental I–V and PL-V curves under illumination with a red (660 nm) laser. Axes of I and PL have been arbitrarily aligned. |
Energy level alignment with the CTLs has also been shown to affect J–V curve hysteresis.38–40 In our simulations, for the same parameter set as in Fig. 4, modifying the energy levels to obtain perfectly aligned contacts can also shift the peak hysteresis to higher scan rates, thanks to the lower ionic charge density displaced during the voltage sweep. In turn, this can also make the bump disappear altogether – while still showing the scan-rate dependent JSC loss and hysteresis (Fig. S17–S25). This seems to hold for the HTL-free case where only the front-contact energetic alignment is varied (Fig. S26). Fig. 9a shows how the bump becomes less prominent and eventually disappears with increasing the built-in voltage (Vbi) and lowering the energetic mismatch between perovskite and the CTLs (ΔECTL). However, not all situations which lead to less ionic charge being displaced lead to a reduction in the bump; for a fixed small energy level mismatch (0.1 eV), the bump seems to become more prominent with decreasing CTL permittivity/doping (Fig. S27–S31). In such cases the electric field is higher within the perovskite – requiring more ions, shifting the peak hysteresis to lower scan rates, but now reducing the likelihood of observing the bump.
The key lies in the level of the applied voltage at which ionic accumulation layers are mostly discharged and compensated in the bulk, effectively resulting in an ‘ion-free’ situation due to the flat potential profile (no electric field), as indicated in Fig. 4h by the ‘field-free’ lines, corresponding to the levels in Fig. 5b where the ionic space charge layers change sign. This level depends greatly on the energetic alignment and CTL properties (Fig. S19, S21 and S29), as recently investigated by Hart et al.,41 and corresponds to the crossing point of steady state J–V curves for equivalent devices with and without considering mobile ions (Fig. S33 and S34). A lower field-free voltage increases the likelihood of observing the bump, as mobile ions will discharge from their interfacial accumulation at a lower voltage during the BW scan – significantly delaying the point at which the current drops due to ionic screening and resulting in a current overshoot, as can be seen by comparing the transient ionic profiles in Fig. 9b for perfect energetic alignment with those in Fig. 9c for a large mismatch. The delay in ionic redistribution can also be observed in simulations upon a change from open circuit to short circuit conditions (Fig. S22), which appears consistent with the significant delay observed experimentally in the JSC transients in Fig. 2d, where the JSC does not drop immediately. Furthermore, while previous work argued that the mechanism causing the bump is independent of the light intensity,11 the explanations above suggest that the bump should tend to disappear as VOC approaches the field-free level, since the delay due to ionic accumulation would be prevented. Since VOC depends logarithmically on the light intensity, it is necessary to reduce the illumination by orders of magnitude to observe this effect. As shown in Fig. 10, the bump effectively decreases with lower light intensity and indeed disappears at lower VOC levels. In summary, the timescale, level and form of hysteresis (and whether there is a bump or not) depend on the interplay between mobile ions in the perovskite absorber, charge recombination mechanisms and contact (CTL/electrode) properties. The key ingredients to observe a bump in simulations are a high mobile ion density, high recombination rate (bulk/interface) and low ion-free (i.e. field-free) voltage level, for instance caused by a large energetic offset with the CTLs (ΔECTL).
For the J–V curve reconstruction in Fig. 7 from EQE, defined as the ratio of the number of collected charge carriers to the number of incident photons at a certain wavelength and bias voltage, the photocurrent density J(V) is obtained by integrating the EQE spectra over the incident solar spectrum:
The SI provides device fabrication details, additional experimental data, the table of parameters used in simulations, and additional simulation results including parameter sweeps. See DOI: https://doi.org/10.1039/d5el00133a.
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