Performance and Stability Enhancement of Perovskite Solar Cells Based on Iron-Doped Bi-Electron Transport Layers
Abstract
1. Introduction
2. Results and Discussion
2.1. X-Ray Diffraction XRD (Structural) and UV-Visible Spectroscopy (Optical)
2.2. Impedance Spectroscopy (Electrical Transport/Recombination)
2.3. Device Performance
2.4. Aging and Light-Soaking Stability
2.5. Effect of Fe Concentration
2.6. Statistical Analysis
3. Materials and Methods
3.1. Synthesis of High-Quality Perovskite Layers
3.1.1. FTO Glass Etching and Cleaning
3.1.2. Titania Electron Transporting Layer Fabrication
3.1.3. Perovskite and Spiro-OMeTAD Preparation
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Obaideen, K.; Abdelkareem, M.A.; Wilberforce, T.; Elsaid, K.; Sayed, E.T.; Maghrabie, H.M.; Olabi, A.G. Biogas role in achievement of the sustainable development goals: Evaluation, Challenges, and Guidelines. J. Taiwan Inst. Chem. Eng. 2022, 131, 104207. [Google Scholar] [CrossRef]
- Wilberforce, T.; Olabi, A.G.; Sayed, E.T.; Elsaid, K.; Maghrabie, H.M.; Abdelkareem, M.A. A review on zero energy buildings-Pros and cons. Energy Built Environ. 2021, 4, 25–38. [Google Scholar] [CrossRef]
- Arnaout, M.; Ismail, H.; Jaber, H.; Koubayssi, A.; Rammal, R.; Noun, Z. Study and Review on the Renewable Energy Potential in Lebanon. In Proceedings of the 2021 International Conference on Microelectronics (ICM), New Cairo City, Egypt, 19–22 December 2021; pp. 199–202. [Google Scholar]
- Zaky, A.A.; Christopoulos, E.; Gkini, K.; Arfanis, M.K.; Sygellou, L.; Kaltzoglou, A.; Stergiou, A.; Tagmatarchis, N.; Balis, N.; Falaras, P. Enhancing efficiency and decreasing photocatalytic degradation of perovskite solar cells using a hydrophobic copper-modified titania electron transport layer. Appl. Catal. B Environ. 2021, 284, 119714. [Google Scholar] [CrossRef]
- Solar Cells Efficiency Map. Available online: https://www.nlr.gov/pv/cell-efficiency (accessed on 28 March 2026).
- Kim, D.H.; Park, N.G. Advanced interface engineering for perovskite solar cells: The way to ensure efficiency and stability. Acc. Mater. Res. 2025, 6, 1147–1157. [Google Scholar] [CrossRef]
- Hu, R.; Chen, W.; Lai, J.; Li, F.; Qiao, H.; Liu, Y.; Qi, X. Heterogeneous Interface Engineering of 2D Black Phosphorus-Based Materials for Enhanced Photocatalytic Performance. Small 2025, 21, 2409735. [Google Scholar] [CrossRef]
- Nur-E-Alam, M.; Islam, M.S.; Abedin, T.; Islam, M.A.; Yap, B.K.; Kiong, T.S.; Khandaker, M.U. Current scenario and future trends on stability issues of perovskite solar cells: A mini review. Curr. Opin. Colloid Interface Sci. 2025, 76, 101895. [Google Scholar] [CrossRef]
- Wang, R.; Mujahid, M.; Duan, Y.; Wang, Z.-K.; Xue, J.; Yang, Y. A Review of Perovskites Solar Cell Stability. Adv. Funct. Mater. 2019, 29, 1808843. [Google Scholar] [CrossRef]
- Iqbal, M.Z.; Bibi, A.; Khan, S.; Chandra, S.; Kumar, A.; Kaushal, S.; Usmani, Y.S. Enhancing charge extraction efficiency in PbS-I quantum dot solar cell through optimized interface engineering. Sol. Energy 2025, 287, 113249. [Google Scholar] [CrossRef]
- Al Atem, M.; Makableh, Y.; Arnaout, M. Analytical Solutions for Current–Voltage Properties of PSCs and Equivalent Circuit Approximation. Eng 2025, 6, 62. [Google Scholar] [CrossRef]
- Marc, A.L.; Rezgui, B.D.; Touhami, I.; Bouaïcha, M. Numerical Simulation and Optimization of High-Performance Lead-based FAMACsPb (IBr)3 Perovskite Solar Cells Using SCAPS 1D. Results Eng. 2025, 29, 108555. [Google Scholar]
- Seyisi, T.; Fouda-Mbanga, B.G.; Mnyango, J.I.; Nthwane, Y.B.; Nyoni, B.; Mhlanga, S.; Tywabi-Ngeva, Z. Major challenges for commercialization of perovskite solar cells: A critical review. Energy Rep. 2025, 13, 1400–1415. [Google Scholar] [CrossRef]
- Al Atem, M.; Makableh, Y. Towards sustainable perovskite solar cells: Lead-free high efficiency designs with tin and germanium. Eng 2025, 6, 38. [Google Scholar] [CrossRef]
- Nowsherwan, G.A. Unraveling the photovoltaic behavior of Cs2NaBiI6 double perovskite: A combined DFT, SCAPS-1D, wxAMPS, COMSOL and machine learning approach. Opt. Quantum Electron. 2025, 58, 24. [Google Scholar] [CrossRef]
- Shimul, A.I.; Khan, M.A.; Rayhan, A.; Ghosh, A. Machine Learning-Based Optimization and Performance Enhancement of CH3NH3SnBr3 Perovskite Solar Cells with Different Charge Transport Materials Using SCAPS-1D and wxAMPS. Adv. Theory Simul. 2025, 8, 2500182. [Google Scholar] [CrossRef]
- Shimul, A.I.; Ghosh, A.; Ahmed, M.F.; Mugdho, A.S.; Hasan, Z.; Awwad, N.S.; Ibrahium, H.A. Investigating Optoelectronic Characteristics and Improving the Efficiency of Mg3AsBr3 Perovskite Solar Cells through Machine Learning and Numerical Simulations Utilizing Diverse Charge Transport Materials. Langmuir 2025, 41, 13655–13674. [Google Scholar] [CrossRef]
- Mahmud, S.; Islam, M.M.; Hossain, M.M.; Uddin, M.M.; Ali, M.A. Performance Engineering of Cs2AuScI6 Double Halide Perovskite Solar Cell: A DFT and SCAPS-1D Approach to 31.82% Efficiency. Adv. Theory Simul. 2026, 9, e01693. [Google Scholar] [CrossRef]
- Lachore, W.L.; Andoshe, D.M.; Mekonnen, M.A.; Hone, F.G. Recent progress in electron transport bilayer for efficient and low-cost perovskite solar cells: A review. J. Solid State Electrochem. 2022, 26, 295–311. [Google Scholar] [CrossRef]
- Gao, L.; He, Z.; Xu, C.; Su, Y.; Hu, J.; Ma, T. Systematic investigation of metal dopants and mechanism for the SnO 2 electron transport layer in perovskite solar cells. Phys. Chem. Chem. Phys. 2023, 25, 7229–7238. [Google Scholar] [CrossRef]
- Zhou, Y.; Guo, Y.; Yamauchi, Y.; Sugahara, Y. One-step synthesis of Fe-doped SnO2 mesoporous thin films with enhanced electron transfer and magnetic properties. Ceram. Int. 2025, 51, 37753–37760. [Google Scholar] [CrossRef]
- Guo, X.; Du, J.; Lin, Z.; Su, J.; Feng, L.; Zhang, J.; Hao, Y.; Chang, J. Enhanced efficiency and stability of planar perovskite solar cells using SnO2: InCl3 electron transport layer through synergetic doping and passivation approaches. Chem. Eng. J. 2021, 407, 127997. [Google Scholar] [CrossRef]
- Huy, H.; Pham, V.; Nguyen, T.M.H.; Bark, C.W. Recent advances of doped SnO2 as electron transport layer for high-performance perovskite solar cells. Materials 2023, 16, 6170. [Google Scholar]
- Kore, B.P.; Jamshidi, M.; Gardner, J.M. The impact of moisture on the stability and degradation of perovskites in solar cells. Mater. Adv. 2024, 5, 2200–2217. [Google Scholar] [CrossRef]
- Ye, J.; Li, Y.; Medjahed, A.A.; Pouget, S.; Aldakov, D.; Liu, Y.; Reiss, P. Enhanced performance of planar perovskite solar cells by doping the SnO2 electron transport layer with guanidinium chloride. Front. Mater. 2023, 10, 1118641. [Google Scholar] [CrossRef]
- Sun, X.; Li, L.; Shen, S.; Wang, F. TiO2/SnO2 bilayer electron transport layer for high efficiency perovskite solar cells. Nanomaterials 2023, 13, 249. [Google Scholar] [CrossRef]
- Qureshi, A.A.; Javed, S.; Akram, M.A.; Schmidt-Mende, L.; Fakharuddin, A. Solvent-assisted crystallization of an α-Fe2O3 electron transport layer for efficient and stable perovskite solar cells featuring negligible hysteresis. ACS Omega 2023, 8, 18106–18115. [Google Scholar] [PubMed]
- Wang, Y.; Ba, Z.; Dong, S.; Xie, W.; Wu, Z.; Ran, C. Advancing SnO2 electron transport layer for efficient perovskite photovoltaics: A critical review. ACS Appl. Mater. Interfaces 2025, 17, 27651–27670. [Google Scholar] [CrossRef] [PubMed]
- Yusuf, A.S.; Markwitz, M.; Chen, Z.; Ramezani, M.; Kennedy, J.V.; Fiedler, H. Review of progress in inorganic electron transport layers for perovskite solar cell applications. Appl. Phys. A 2025, 131, 859. [Google Scholar] [CrossRef]








| Authors (et al.)—Journal | Year | Title | Ref. | Relevance (Brief) |
|---|---|---|---|---|
| L. Gao et al.—Phys. Chem. Chem. Phys. | 2023 | “Systematic investigation of metal dopants and mechanism for the SnO2 electron transport layer in perovskite solar cells” | [20] | Demonstrates various cation dopants (K, Na, etc.) in SnO2 ETLs; K doping improved efficiency (20.92% PCE) and stability. |
| Y. Zhou et al.—Ceramics Int. | 2025 | “One-step synthesis of Fe-doped SnO2 mesoporous thin films with enhanced electron transfer and magnetic properties” | [21] | Reports Fe incorporation in SnO2, showing that Fe-doped films have enhanced electron transfer capabilities while remaining transparent. |
| X. Guo et al.—Chem. Eng. J. | 2021 | “Enhanced efficiency and stability of planar perovskite solar cells using SnO2:InCl3 electron transport layer through synergetic doping and passivation approaches” | [22] | Combines ETL doping and interface passivation: InCl3-doped SnO2 ETL raised PCE from 19.1% to 20.8%, illustrating how ETL modification boosts performance. |
| V. P. H. Huy et al.—Materials | 2023 | “Recent Advances of Doped SnO2 as Electron Transport Layer for High-Performance Perovskite Solar Cells” | [23] | Review article summarizing SnO2 ETL properties and doping strategies (band alignment, mobility), providing broad context for SnO2 optimization. |
| B. P. Kore et al.—Mater. Adv. | 2024 | “The impact of moisture on the stability and degradation of perovskites in solar cells” | [24] | Review on PSC stability: highlights that perovskites decompose upon moisture exposure, emphasizing the need for protective strategies. |
| J. Ye et al.—Front. Mater. | 2023 | “Enhanced performance of planar perovskite solar cells by doping the SnO2 electron transport layer with guanidinium chloride” | [25] | Demonstrates how SnO2 ETL doped with guanidinium (Cl-containing) yields PCE up to 23.48% and excellent stability, showing chloride-based passivation benefits. |
| X. Sun et al.—Nanomaterials | 2023 | “TiO2/SnO2 Bilayer Electron Transport Layer for High Efficiency Perovskite Solar Cells” | [26] | Shows that a TiO2/SnO2 bilayer ETL increases perovskite grain size and PCE (17.64% vs. 16.16%), demonstrating the advantages of bilayer ETL architectures. |
| A. A. Qureshi et al.—ACS Omega | 2023 | “Solvent-Assisted Crystallization of an α-Fe2O3 Electron Transport Layer for Efficient and Stable Perovskite Solar Cells Featuring Negligible Hysteresis” | [27] | Uses α-Fe2O3 as an ETL: with optimized processing, 13% PCE and negligible hysteresis were obtained, outperforming SnO2 references and greatly improving device stability. |
| Y. Wang et al.—ACS Appl. Mater. Interfaces | 2025 | “Advancing SnO2 Electron Transport Layer for Efficient Perovskite Photovoltaics: A Critical Review” | [28] | Recent review emphasizes that SnO2’s chemical stability, low-temp processing, and band structure address charge transport and stability issues in PSCs. |
| A. S. Yusuf et al.—Appl. Phys. A | 2025 | “Review of progress in inorganic electron transport layers for perovskite solar cell applications” | [29] | Comprehensively reviews oxide ETLs (TiO2, ZnO, SnO2), highlighting their high mobility, transparency, and stability as key attributes for PSC ETLs. |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Alyahya, S.; Arnaout, M.; Al Atem, M.; Alanazi, M.A.; Yousif, B.; Zaky, A.A. Performance and Stability Enhancement of Perovskite Solar Cells Based on Iron-Doped Bi-Electron Transport Layers. Inorganics 2026, 14, 118. https://doi.org/10.3390/inorganics14040118
Alyahya S, Arnaout M, Al Atem M, Alanazi MA, Yousif B, Zaky AA. Performance and Stability Enhancement of Perovskite Solar Cells Based on Iron-Doped Bi-Electron Transport Layers. Inorganics. 2026; 14(4):118. https://doi.org/10.3390/inorganics14040118
Chicago/Turabian StyleAlyahya, Saleh, Mohamad Arnaout, Marc Al Atem, Mutaz A. Alanazi, Bedir Yousif, and Alaa A. Zaky. 2026. "Performance and Stability Enhancement of Perovskite Solar Cells Based on Iron-Doped Bi-Electron Transport Layers" Inorganics 14, no. 4: 118. https://doi.org/10.3390/inorganics14040118
APA StyleAlyahya, S., Arnaout, M., Al Atem, M., Alanazi, M. A., Yousif, B., & Zaky, A. A. (2026). Performance and Stability Enhancement of Perovskite Solar Cells Based on Iron-Doped Bi-Electron Transport Layers. Inorganics, 14(4), 118. https://doi.org/10.3390/inorganics14040118

